The invention can enable monitoring of the display of content by a computer system. Moreover, the invention can enable monitoring of the displayed content to produce monitoring information from which conclusions may be deduced regarding the observation of the displayed content by an observer. The invention can also enable monitoring of the display at a content display site of content that is provided by a content provider site over a network to the content display site. Additionally, the invention can enable the expeditious provision of updated and/or tailored content over a network from a content provider site to a content display site so that the content provider's current and appropriately tailored content is always displayed at the content display site. Aspects of the invention related to transfer of content over a network are generally applicable to any type of network. However, it is contemplated that the invention can be particularly useful with a computer network, including private computer networks (e.g., America Onlineā¢) and public computer networks (e.g., the Internet). In particular, the invention can be advantageously used with computer networks or portions of computer networks over which video and/or audio content are transferred from one network site to another network site for observation, such as the World Wide Web portion of the Internet.
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1. A system in a computer networked environment for generating monitoring information about a display of content, comprising:
a content provider site that stores a content file, wherein the content file is associated with at least one computer executable monitoring function to cause collection of monitoring information about the display of content associated with the content file;
a content display site to receive the content file from the content provider site and to display the content associated with the content file, wherein the content display site receives the at least one monitoring function in response to a request to the content provider site for the content, wherein the content display site executes the at least one monitoring function when the content is accessed, thereby causing monitoring information about the display of the content to be collected by selectively requesting an operating system to redraw at least a portion of an image associated with the content and monitoring a response of the content display site; and
a remote site to receive the collected monitoring information, wherein the remote site includes a graphical user interface to provide selective access to monitoring data based on the monitoring information, wherein the graphical user interface displays a percentage of time that an image was unobstructed based on the monitoring information.
2. A system in a computer networked environment for generating monitoring information about a display of content, comprising:
a content provider site that stores a content file, wherein the content file is associated with at least one computer executable monitoring function to cause collection of monitoring information about the display of content associated with the content file;
a content display site to receive the content file from the content provider site and to display the content associated with the content file, wherein the content display site receives the at least one monitoring function in response to a request to the content provider site for the content, the at least one monitoring function being responsive to an event notification passed from a host environment at the content display site to cause monitoring information about the display of the content to be collected; and
a remote site which is different from the content provider site and did not transfer the content file from the content provider site to the content display site, the remote site to receive the collected monitoring information, wherein the remote site includes a graphical user interface to provide selective access to monitoring data based on the monitoring information, wherein the graphical user interface displays a percentage of time that an image was at least one of hidden or partially hidden.
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This patent arises from a continuation of U.S. patent application Ser. No. 09/490,495, which was filed on Jan. 25, 2000, and which is a continuation of U.S. patent application Ser. No. 08/707,279, now U.S. Pat. No. 6,108,637, which was filed on Sep. 3, 1996. Both U.S. patent application Ser. No. 09/490,495 and U.S. Pat. No. 6,108,637 are hereby incorporated herein by reference in their entirety.
1. Field of the Invention
This invention relates to monitoring the display and observation of content by a computer system. The invention also relates to monitoring the display and observation at a content display site of content that is provided by a content provider site over a network to the content display site. The invention further relates to the provision of updated and/or tailored content from a content provider site to a content display site so that the content provider's current content is always displayed at the content display site.
2. Related Art
A large amount of human activity consists of the dissemination of information by information providers (content providers) to information consumers (observers). Recently, computer networks have become a very popular mechanism for accomplishing information dissemination. The use of computer networks for information dissemination has necessitated or enabled new techniques to accomplish particular functions related to the dissemination of information.
For example, information providers of all types have an interest in knowing the extent and nature of observation of the information that they disseminate. Information providers that disseminate information over computer networks also have this interest. However, the use of networked computers for information dissemination can make it difficult to ascertain who is observing the disseminated information and how, since information can be accessed rapidly from a remote location by any of a large number of possible observers whose identity is often not predictable beforehand, and since control over the display of the information once disseminated may not be possible, practical or desirable.
Among information providers, advertisers have particular interest in knowing how and to what extent their advertisements are displayed and/or observed, since such knowledge can be a key element in evaluating the effectiveness of their advertising and can also be the basis for payment for advertising. Mechanisms for obtaining such information have been developed for advertisements disseminated in conventional media, e.g., audiovisual media such as television and radio, and print media such as magazines and newspapers. For example, the well-known Nielsen television ratings enable advertisers to gauge the number of people that likely watched advertisements during a particular television program. As advertising over a computer network becomes more common, the importance of developing mechanisms for enabling advertisers to monitor the display and observation of their advertisements disseminated over a computer network increases.
Previous efforts to monitor the display of advertising (or other content) disseminated over a computer network have been inadequate for a variety of reasons, including the limited scope of the monitoring information obtained, the ambiguous nature of the monitoring information, the incompleteness of the monitoring information, and the susceptibility of the monitoring information to manipulation. Review of some of the techniques that have previously been used to acquire monitoring information regarding the display of content (e.g., advertising) disseminated over a particular computer network—the World Wide Web portion of the Internet computer network—will illustrate the deficiencies of existing techniques for monitoring the display of content disseminated over a computer network.
The exact structure and content of log files can vary somewhat from server computer to server computer. However, generally, log files include a list of transactions that each represent a single file request. Each transaction includes multiple fields, each of which are used to store a predefined type of information about the file request. One of the fields can be used to store an identification of the file requested. Additional fields can be used to store the IP (Internet Protocol) address of the client computer that requested the particular file, the type of browser that requested the file, a time stamp for the request (i.e., the date and time that the request was received by the server computer), the amount of time required to transfer the requested file to the client computer, and the size of the file transferred. Other information about file requests can also be stored in a log file.
Previous methods for monitoring the display of content distributed over the World Wide Web have used the information stored in the log file. For example, one previous method has consisted of simply determining the number of transactions in the log file and counting each as a “hit” on a Web page, i.e., a request for a Web page The number of hits is deemed to approximate the number of times that the Web page has been viewed and, therefore, the degree of exposure of the content of the Web page to information consumers.
There are a number of problems with this approach however. For example, as indicated above, a request for a Web page may cause, in addition to the request for an initial html file, requests for other files that are necessary to generate the Web page. If these other files reside on the same server computer as the initial html file, additional transactions are recorded in the log file. Thus, a request for a single Web page can cause multiple transactions to be recorded in the log file. As can be appreciated, then, the number of times that a Web page is transferred to a content display site can be far less than the number of transactions recorded in the log file. Moreover, without further analysis, there is no way to accurately predict the relationship between the number of transactions in the log file and the number of times that a Web page has been transferred to the content display site. Such inaccuracy can be very important to, for example, advertisers—whose cost of advertising is often proportional to the measured exposure of the advertising—since the measured exposure of their advertising (and, thus, its cost) may be based upon the number of hits on a Web page containing their advertisement.
A method to overcome this problem has been used. By analyzing the contents of the log file to determine which file was requested in each transaction, it may be possible to differentiate transactions in which the initial html file needed to generate a Web page is requested from transactions in which the requested file is one which is itself requested by another file, thus enabling “redundant” transactions to be identified and eliminated from the hit count. While such an approach can increase the accuracy of counting Web page hits, it still suffers from several problems.
For example, log file analysis may result in some undercounting of Web page hits, apart from any overcounting. This is because, once transferred to a client computer at a content display site, the files necessary to generate a Web page can be stored (“cached”) on that client computer, thus enabling an observer at the content display site to view the Web page again without causing the client computer to make another request to the content provider server computer from which the Web page was initially retrieved. Consequently, the observer can view the Web page without causing transactions to be added to the log file, resulting in undercounting of the number of Web page hits.
Additionally, log files are subject to manipulation, either directly or indirectly. For example, an unscrupulous content provider could directly manipulate the log file by retrieving and editing the log file to add phony transactions, thus artificially increasing the number of Web page hits and making the Web page appear to be more popular than it really is. This problem can be ameliorated by causing the log files to be transferred periodically at predetermined times (e.g., each night at 12:00 midnight) from the server computer at the content provider site to a neutral network site; however, the log file can still be manipulated during the time between transfers.
A log file might be manipulated indirectly, for example, by programming one or more computers to continually request a Web page, thereby generating a large number of hits on that Web page. While the log file would contain transactions corresponding to actual file requests associated with the Web page, these requests would be artificial requests that would almost certainly not result in a display of the Web page, and certainly not in the observation of the Web page. Moreover, checking the contents of the log file for an unusually high number of requests from a particular IP address (i.e., client computer) may not enable such manipulation to be detected, since a large number of requests may legitimately come from a client computer that serves many users (for example, the proprietary network America Online™ has a handful of computers that are used by many users of that network to make connection to the Internet and World Wide Web).
It may be possible to identify the real origin of requests for content using “cookies.” A cookie enables assignment of a unique identifier to each computer from which requests really emanate by transferring the identifier to that computer with content transferred to that computer. Future requests for content carry this identifier with them. The identifier can be used, in particular, to aid in identification of indirect log file manipulation, as described above, and, more generally, to enable more robust log file analysis.
Notwithstanding such enhancement, cookies do not overcome fundamental problem with the use and analysis of log files to ascertain information regarding the display of content provided ver the World Wide Web. That is, as highlighted by the overcounting problem associated with the above-described artifice and the undercounting problem associated with caching of content at the content display site, log files only store information about file requests. A log file does not even indicate whether the requested file was actually transferred to the requesting client computer (though, typically, such file transfer would occur). Nor does a log file include any information about how the file was used once transferred to the requesting client computer. In particular, log files do not provide any information regarding whether the content represented by the requested file is actually displayed by the client computer at the content display site, much less information from which conclusions can be deduced regarding whether—and if so, how—the content was observed by an observer. These limitations associated with the content of a log file cannot be overcome by a monitoring approach based on log file analysis. Moreover, log file analysis is calculation intensive, requiring hours in some instances to extract the desired information from the log file.
Another method of monitoring the display of content disseminated over the World Wide Web uses an approach similar to that of the Nielsen ratings system used in monitoring television viewing. In this method, monitoring software is added to the browser implemented on the client computers of a selected number of defined observers (e.g., families) to enable acquisition of data regarding advertising exposure on those computers. This information is then used to project patterns over the general population.
However, this approach also has several disadvantages. First, only a limited amount of data is collected, i.e., data is only obtained regarding a small number of information consumers. As with any polling method, there is no guarantee that the data acquired can be extrapolated to the general population, even if the observers selected for monitoring are chosen carefully and according to accepted sampling practices. Second, as the size of the World Wide Web (or other computer network for which this method is used) grows, i.e., as the number of content provider sites increases, the number of monitored observers necessary to ensure accurate representation of the usage of all content provider sites must increase, since otherwise there may be few or no observer interactions with some content provider sites upon which to base projections. It may not be possible to find an adequate number of appropriate observers to participate in the monitoring process, particularly given concerns with the attendant intrusion into the privacy of the selected observers. Third, installation of the monitoring software on a client computer to be compatible with a browser presents a number of problems. Such installation requires active participation by observers; since observers typically do not reap benefit from operation of the monitoring software, they may be reluctant to expend the effort to effect installation. The monitoring software must continually be revised to be compatible with new browsers and new versions of old browsers. To enable monitoring of a large number of client computers, the software must be tested for compatibility with a wide variety of computing environments.
And, as currently implemented, such monitoring software is also dependent upon the computing platform used, making it necessary to revise the monitoring software for use with new computing platforms or risk skewing the demographics of the sample users.
In addition to desiring information regarding the display and observation of the content that they provide, content providers also often desire to provide content to a content display site that is particularly tailored for observation (e.g., according to various demographic characteristics of an expected observer) at that content display site For example, text content should be expressed in a language that the observer can understand. If appropriate for the content, it is desirable to tailor the content according to, for example, the age, sex or occupation of the observer.
Such tailoring of content has previously been enabled by modifying the http daemon on a computer at the content provider site to cause a particular version of a set of content to be transferred to a requesting content display site based upon the IP address of that content display site. While such tailoring of content is useful, it is desirable to be able to tailor the presentation of content in additional ways not enabled by this approach.
Content providers also often desire to provide their content with the content of other content providers. For example, it is a common practice for content providers (referred to here as “primary content providers”) on the World Wide Web to include advertisements from other entities (referred to here as “secondary content providers”) as part of the content provider's Web page. In such situations, it is desirable for the secondary content provider to be able to easily update and/or appropriately tailor (e.g., according to characteristics of the requester) the content that they supply to the primary content provider. This could be accomplished by causing the primary content provider site to contact the secondary content provider site—each time that the primary content provider receives a request for content that includes the secondary content—to retrieve the secondary content (thus ensuring that updated, appropriately tailored secondary content is used) or check whether updated or tailored secondary content is available (if so, the content is retrieved). (This method could also be modified so that content retrieval or a check for updated and/or tailored content is only performed according to a predetermined schedule.) However, both the primary content provider and the secondary content provider may not want their systems burdened with the extra computational capacity required to handle the multitude of requests that would be needed to effect this operation. Alternatively, the primary content provider could collect and store the updated and tailored content from the secondary content providers at the primary content provider site. However, the burden associated with collecting and managing the content from secondary content providers may be more than the primary content provider wants to shoulder.
One way that this functionality can be achieved without creating an undesirable burden on the primary or secondary content providing systems is by providing a secondary content storage site that can continually store the most recent content provided by a secondary content provider, as well as different sets of content tailored for particular situations (e.g. display by particular observers or at particular times).
However, while this system can relieve the primary content provider of the burden of managing the acquisition, storage and provision of secondary content (a burden that can become rather onerous when many secondary content providers are providing content to the primary content provider), the system has a characteristic that can make it undesirable for many content providers. The secondary content storage site not only manages the secondary content, it also provides the secondary content when requests for primary content are made to the primary content provider. Moreover, the secondary content is frequently content, such as graphics files used to generate visual images (which frequently dominate advertisements), that has a high bandwidth requirement for transmission over the network. By taking control of the transmission of secondary content to the content display site, the secondary content storage site is also frequently taking control of the most bandwidth sensitive parts of the content provided by the primary content providers. The operator of the secondary content storage site may not provide a system that addresses the bandwidth requirements to the satisfaction of the primary content provider, so that the presentation of the combined primary and secondary content occurs more slowly than desired by the primary content provider. Thus, this approach causes the primary content provider to lose control of a critical aspect of their operation.
The invention can enable monitoring of the display of content by a computer system. Moreover, the invention can enable monitoring of the content display to produce monitoring information from which conclusions may be deduced regarding the observation of the content display by an observer. The invention can also enable monitoring of the display at a content display site of content that is provided by a content provider site over a network to the content display site. Additionally, the invention can enable the expeditious provision of updated and/or tailored content over a network from a content provider site to a content display site so that the content provider's current and appropriately tailored content is always displayed at the content display site.
Aspects of the invention related to transfer of content over a network are generally applicable to any type of network. However, it is contemplated that the invention can be particularly useful with a computer network, including private computer networks (e.g., America Online™) and public computer networks (e.g., the Internet). In particular, the invention can be advantageously used with computer networks or portions of computer networks over which video and/or audio content are transferred from one network site to another network site for observation, such as the World Wide Web portion of the Internet. Additionally, the invention is particularly useful in monitoring the display of content obtained over such a network using an interactive browser to acquire and view the content in real time.
In one aspect of the invention, the display of content by a computer system can be monitored by monitoring the position of the content display on a display screen of the computer system and evaluating the position of the content display on the display screen to produce monitoring information regarding display of the content. Monitoring of content display according to this aspect of the invention can be further enabled by monitoring the position of one or more other images on the display screen and comparing the position of the content display to the position of the other images to produce the monitoring information. In particular, this aspect of the invention can enable a determination as to whether (and for how long) the content display is hidden by one of the other images, and, further, whether the content display is fully hidden or partially hidden (and for how long the content display is fully and partially hidden, respectively). This information can be useful to, for example, indicate the amount of time that the content display was visible to an observer for observation, or to aid the content provider in determining in which regions of a display screen his content is most likely to be unobstructed. This aspect of the invention can also enable determination of the number of times that an on-screen pointer (e.g., a mouse arrow or a cursor) entered an area defined by the content display. This information may be useful in determining how attentive the observer was to the content, since an observer frequently watches the position of the on-screen pointer when viewing the display screen.
In another aspect of the invention, the display of content by a computer system can be monitored by monitoring the change in time of a characteristic of the content display and evaluating the change in time of the characteristic of the content display to produce monitoring information regarding display of the content. Monitoring of content display according to this aspect of the invention can be further enabled by monitoring the change in time of a characteristic of the computer system and comparing the change in time of the characteristic of the content display to the change in time of the characteristic of the computer system to produce the monitoring information. This aspect of the invention can also enable, as discussed above, determination as to whether (and for how long) the content display is fully or partially hidden by another displayed image, as well as the number of times that an on-screen pointer entered an area defined by the content display.
In still another aspect of the invention, in a computer system in which the content is displayed in response to an instruction that is provided from a source external to the computer system and the system for monitoring (e.g., an instruction provided by a user of the computer system), the beginning and end of a display of the content can be ascertained so that monitoring of the display of content by the computer system can begin at the beginning of the content display and end at the end of the content display. The monitoring can occur in accordance with other aspects of the invention described herein. The monitoring can also determine the duration of the display of the content. Since the occurrence of monitoring according to this aspect of the invention is coincident with the display of the content to be monitored, the monitoring expends processing capability of the computer system only when necessary, while simultaneously assuring that monitoring occurs at all times that the content is displayed.
In yet another aspect of the invention, where content is provided by a content provider site over a network to a content display site for display at the content display site, a mechanism for monitoring the display of the content can be transferred from the content provider site to the content display site in response to (e.g., together with) the transfer of content from the content provider site. The monitoring can occur in accordance with other aspects of the invention described herein. Monitoring information obtained regarding the display of the content at the content display site can be transferred to a remote site that is part of the network. The remote site can, but need not necessarily be, the content provider site from which the content was transferred to the content display site. Where the remote site is such content provider site, the monitoring information can then, in turn, be transferred from the content provider site to a second remote site. Further, where the remote site is such content provider site, the monitoring information can be transferred from the content display site to the content provider site via a communication means that is different from the communication means used to transfer the content from the content provider site to the content display site, a feature that can be useful, for example, when the network is the World Wide Web. This aspect of the invention provides a heretofore unavailable monitoring capability for obtaining information about how content is displayed on a network such as the World Wide Web. In particular, it has not previously been possible to monitor content transferred from a content provider site on the World Wide Web once the content has been transferred to a content display site.
In a still further aspect of the invention, in a network which operates according to a protocol that enables new content to be transferred to a content display site in response to selection of a portion of the content currently being displayed at the content display site, a mechanism for monitoring the display of content can be transferred from a content provider site to a content display site so that the mechanism for monitoring operates at the content provider site. The monitoring can occur in accordance with other aspects of the invention described herein. Monitoring information obtained regarding the display of the content at the content display site can be transferred to a remote site that is part of the network. This aspect of the invention is particularly advantageous when at least some of the content being monitored comprises a graphical display. As discussed above with respect to the immediately preceding aspect of the invention, this aspect of the invention provides a heretofore unavailable monitoring capability for obtaining information about how content is displayed when retrieved over a network in an interactive browsing environment, such as occurs on the World Wide Web.
In yet a further aspect of the invention, the display of content that is provided by a content provider site over a network to the content display site is monitored to produce monitoring information, then the monitoring information is transferred to a remote site of the computer network that is different from the content provider site. According to this aspect, the monitoring information can first be transferred to the content providing site before eventual transfer to the remote site, so long as the monitoring information cannot be stored at the content provider site, or accessed or manipulated at the content provider site before transfer to the remote site. Access to the monitoring information at the remote site can be allowed to enable interaction with, but not modification of, the monitoring information. This aspect of the invention provides a system configuration that can overcome the problem of possible tampering with the substance of the monitoring information by the content provider. Further, this aspect of the invention can be implemented so that the content and the monitoring instructions are stored at the remote site and transferred to the content display site when requested by an observer at the content display site, thus relieving the content provider of storing and managing the content and monitoring instructions at the content provider site and thereby simplifying use of the invention for the content provider.
In another aspect of the invention, current and/or tailored content can be provided to a content display site from a content provider site. The content can include both primary content (from the content provider site) and secondary content (provided by third parties). The primary and secondary content can be provided from a secondary content provider site to an application manager site. When the application manager site receives new content (in particular, updated and/or tailored content) from any content provider site, that content is transferred to content provider sites that use that content. Updated and/or tailored content is therefore available for transfer to a content display site immediately upon receipt of a request for the content from the content display site. This aspect of the invention relieves the primary content provider of the need to manage the storage of content, while reserving control over the provision of that content to the primary content provider, thereby enabling the content provider to ensure that the bandwidth requirement of the content provided from the content provider site are met
The invention includes several aspects related to the display of content to an observer. For example, the invention can enable monitoring of the display of content by a computer system. In particular, the invention can enable monitoring of the displayed content in a manner that provides monitoring information from which aspects of the user's observation of the content can be gleaned. The invention can also enable monitoring of the display and—using the aforementioned capability—the observation at a content display site of content that is provided by a content provider site over a network to the content display site. Additionally, the invention can enable the expeditious provision of updated and/or tailored content over a network from a content provider site to a content display site so that the content provider's current and appropriately tailored content is always displayed at the content display site.
Herein, “content” refers generally to any sensory images (or data used to produce those sensory images) displayed by a device with which the invention is used. “Observation” refers to the perception of content by an observer. Typically, the content will be visual or aural images produced by the device; observation of such content thus consists of viewing or listening, as appropriate, to the produced images.
Certain aspects of the invention relate to the monitoring of content obtained from, or provision of content over, a network. “Content provider site” refers to a device that is part of the network and that can provide content to another device that is part of the network. “Content display site” refers to a device that is part of the network and that can receive and display content from another device that is part of the network. It is contemplated that the invention can be particularly useful with a computer network that operates in this way. “Computer network” includes any collection of interconnected computer systems. “Computer system” refers to a device or collection of devices which depend upon a computational device (e.g., a general or special purpose processor) for at least some aspects of their operation. In particular, as used herein, a “computer system” can include any type of display device, including a conventional computer display monitor, a television, or one or more audio speakers.
The invention can be used with both public computer networks (e.g., the Internet) and private computer networks (e.g., commercial online services such as America online™, Prodigy™ and compuserve™ as well as intranets). In particular, the invention can be advantageously used with computer networks or portions of computer networks over which video and/or audio content are transferred from one network site to another network site for display. Further, the invention can advantageously be used with a network in which the network sites can be accessed in real time with a browser. (“Browser” can refer to a computer program which can interpret hypertext files and display the content corresponding to those files, as well as enable transfer from one hypertext file to another via a hyperlink within the hypertext file being transferred from.) The World Wide Web portion of the Internet is a well-known current example of such a network with which the invention can be used. Below, some aspects of the invention are described, for purposes of illustration, as implemented in a manner that is compatible with the World Wide Web, i.e., in accordance with the hypertext markup language (html) and the hypertext transfer protocol (http). However, none of the aspects of the invention are limited to such implementation.
When the invention is used with a computer network or to monitor display of content by a computer system, aspects of the invention can be implemented as one or more computer programs that can be executed by a computer to achieve the functionality of that aspect. Generally, such computer programs can be implemented using any appropriate computer programming language. However, when an aspect of the invention is used with a computer network that includes computers of many different types (such as the Internet), the computer programming language is preferably one that can be executed by any type of computer (i.e., the computer programming language is platform independent). The Java programming language, developed by sun Microsystems, Inc. of Mountain View, Calif., is one such computer programming language. Below, some aspects of the invention are described, for purposes of illustration, as implemented in the Java programming language. Again, however, none of the aspects of the invention are limited to such implementation.
In one embodiment of the invention, the monitoring instructions are transferred to the content display site 302 together with the content. In a particular embodiment, the monitoring instructions are part of a computer program that also includes instructions for displaying the content. Illustratively, such a computer program can be an applet written in the Java programming language. As will be appreciated by those skilled in the use of html, Example 1 a below illustrates a set of instructions in accordance with the html syntax that can be used to cause execution of an applet that both displays content and monitors the display.
<applet code=“AdInsert.class” width=230 height=33>
<param name=“image” value=“images/southwest.gif”>
<param name=“href” value=“http://www.swa.com/”>
</applet>
The instructions shown in Example 1 are executed by a conventional browser implemented on a computer at a content display site when an observer at the content display site makes a request for (e.g., selects a hyperlink) the content represented by the file “southwest.gif.” The request is received by an http daemon at the appropriate content provider site. The instructions identify the location (“image”) at the content provider site of an applet (a small application program) called “AdInsert” that includes further instructions which, when executed, perform a monitoring method according to the invention, as well as cause the content to be displayed. (The steps that can be implemented in such a monitoring method are discussed further below.) Upon receipt of the request by the http daemon at the content provider site, the AdInsert applet is transferred to the requesting content display site and begins executing. The instructions in Example 1 also establish the size of the area (width and height) in which the content is displayed on a computer display screen, as well as indicate a network site (“href”) to which connection can be made by selecting a hyperlink within the content. Thus, illustratively, in accordance with the invention, content from a content provider site that can be accessed by a browser (such as a network site that is part of the World Wide Web) can be transferred to and displayed at a content display site by transferring an applet to the content display site that can be executed by the browser to both display the content and cause aspects of the display of the content to be monitored. (Note that the content being monitored can comprise all of the content being displayed, or only a part of the content being displayed, e.g., an advertisement present in a Web page.)
In contrast, previously, only content has been transferred to content display sites, using an html syntax as shown in Example 2 below for the content that is displayed by the html syntax shown in Example 1 above.
<a href=“http://www.swa.com/”>
<img border=0 src=“/images/southwest.gif” height=33 width=230>
</a>
Thus, previously, it has not been possible to monitor content transferred from a content provider site on the World Wide Web once the content has been transferred to the content display site. As can be appreciated, then, this aspect of the invention provides a powerful tool, not previously available, for obtaining information about how content is displayed on a computer network such as the World Wide Web.
Implementation of a monitoring method as described immediately above means that the operation of the monitoring method is coincident with the display of the content to be monitored. Since the monitoring method does not operate when the content is not being displayed, the monitoring method expends processing capability of the computer system at the content display site only when necessary. At the same time, operation of the monitoring method at all times when the content is displayed is assured.
Further, since the monitoring method can be implemented as part of a broader method according to the invention that also causes the content to be displayed, the problems previously noted with monitoring the display of content that is cached at the content display site are overcome. This is because, unlike the previous use of log files—which require that a request be made to a content provider site in order that any information be recorded—a monitoring method according to the invention can record monitoring information any time that the content is displayed, without regard to the manner in which the display is requested. In particular, the invention can enable the number of times that a particular set of content is displayed to be precisely counted. This is a huge improvement over previous methods as described above, which not only do not count the number of times that the content is displayed (they count requests), but may not even count the number of requests accurately.
The instructions that implement a monitoring method according to the invention can be used to obtain a large variety of monitoring information. For example, the contents of conventional log files (discussed above) can be ascertained by a monitoring method of the invention. An important aspect of the invention, however, is that monitoring information beyond that available in a conventional log file can also be obtained by a monitoring method according to the invention. Instructions for obtaining several types of such monitoring information are described below. However, it is to be understood that the descriptions below are merely illustrative of the types of monitoring information that can be obtained; the obtaining of other types of monitoring information is also contemplated by the invention.
For example, a monitoring method according to the invention can detect each time that the content is displayed. In fact, in one embodiment of a monitoring method according to the invention, the monitoring method does no more than this. A monitoring method that detects the display of the content can be implemented by an applet as described above. The “monitoring instructions” of such an applet may be no more than an instruction that causes an indication that the applet has executed to be stored or transferred to an appropriate network site (discussed further below). A monitoring method that can ascertain whether the content was displayed or not can be a very useful monitoring method that provides important basic information not previously available in an interactive browsing environment for acquiring and viewing content. In particular, undercounting (due to, for example, caching of content at the content display site) and overcounting (due to, for example, submission of artificial requests for content that do not result in the display of content) of the number of times that the content is displayed are avoided.
A monitoring method according to the invention can also determine the duration of the content display. For example, the duration of the content display can be determined as the amount of time that the computer program for displaying the content executed, as indicated by time stamps—ascertainable, for example, using a method that exists as part of the Java language—associated with a predefined beginning and end of execution of the program.
In one embodiment of the invention, a monitoring method monitors the position of the content on a display screen while the content is being displayed. The position is evaluated to produce monitoring information regarding the display of the content. Such evaluation can be accomplished, for example, by further obtaining information regarding the position of one or more other images on the display screen, and comparing the position of the content to the position of the one or more other images.
For example, in accordance with the above embodiment, the monitoring method can determine whether the content is not visible on the display screen, either because the content is occluded by the one or more other images, or because the content has been “scrolled” off of the display screen (hereafter, these two situations will be referred to together by saying that the content is “hidden”). Further, the monitoring method can determine whether the content is partially hidden, i.e., either partially occluded by the one or more other images, or partially scrolled off of the display screen. Moreover, the duration of time of each period during which the content is fully or partially hidden can be determined as such periods occur. The duration of time of unobstructed displays of the content can be determined as times when the view of the content is not either fully or partially hidden. Each of the durations can be reported directly and/or the total duration that the content is fully hidden, partially hidden, fully or partially hidden and/or unobstructed, respectively, can be reported.
Information regarding whether or not the displayed content is hidden can be useful for a variety of reasons. For example, such information indicates the amount of time that the displayed content was visible to the observer for observation. Additionally, this information can be used by the content provider to determine in which regions of a display screen his content is most likely to be unobstructed.
Whether the displayed content is hidden can be determined in any manner that is possible using the tools (e.g., supported programming language, operating system characteristics) associated with the computer network with which the invention is being used. One way of determining whether the displayed content is hidden using the above-described applet is to periodically declare that the content display (or a portion thereof) is invalid, i.e., the operating system is asked to redraw the content display, if necessary. If the operating system then makes a request to the applet to redraw the content display, then the content display is not hidden. However, if the operating system does not make a request to the applet to redraw the content display, then the content display is hidden.
The most complete information regarding whether the content display is hidden can be obtained by invalidating each discrete element of the content display (e.g., pixel) and determining whether the discrete element is hidden, in the manner described above. However, such an approach is computationally expensive and is generally not necessary to obtain useful and sufficiently accurate information regarding whether the content display is hidden. Preferably, then, only a portion of the content display, strategically selected, is evaluated in this manner.
For example, in one embodiment of the invention, each of the corners of the content display are invalidated and monitored for redrawing as described above. If all of the corners are redrawn, then the content display is determined to be unobstructed. If none of the corners are redrawn, then the content display is determined to be fully hidden. If at least one, but not all, of the corners are redrawn, then the display is determined to be partially hidden.
The above approach may not be accurate in all cases.
This problem can be alleviated by evaluating other discrete elements of the content display in addition to the corners. For example, discrete elements at the center of the upper and lower edges, and/or the right and left edges of the content display could be evaluated in addition to the corner pixels.
As illustrated in
As part of determining whether the content display is hidden, a time stamp is recorded each time there is a change in the “hidden state” of the content display. From these time stamps, the duration of each period of time that the content display is unobstructed, partially hidden and fully hidden can be determined. From the duration of each period, total durations of time that the content display is unobstructed, partially hidden and fully hidden can also be determined.
It may also be possible, by appropriately configuring the discrete elements of the content display that are evaluated, to determine (though, typically, approximately), when the content display is partially hidden, the amount of the content display that is visible. It can be possible, too, when the content display is partially hidden, to give a qualitative description of the portion of the content display that is hidden (or visible), e.g., upper right corner, lower left corner.
When the monitoring method operates on a computer system having an event-driven operating environment, the monitoring method can monitor events as transmitted by the operating system to ascertain information regarding the content display. When the monitoring method is implemented as an applet that also displays the content, such monitoring can occur naturally, since only events concerning the content display are transmitted to the monitoring method. For example, the applet can use a pre-existing Java method (e.g., the method named HandleEvent in a current version of Java) to monitor events as transmitted by the operating system. Such event monitoring can be used to, for example, determine the number of times that an on-screen pointer (e.g., a mouse arrow or a cursor) entered an area defined by the content display. (The defined area can be related to the content display in any manner and can be, for example, the area in which the content is displayed, or an area somewhat smaller or larger than the area of the content display.) The operating system of the computer system displaying the content display typically monitors the position of the on-screen pointer and can identify in which region on the display screen the pointer is located. Thus, an applet configured to display content, as described above, can discern whether the pointer is located within the content display by monitoring an event that indicates that the pointer has entered the area defined by the content display. The monitoring method of the invention can use this information provided by the operating system to count the number of times that the on-screen pointer enters the area defined by the content display. The monitoring method can also determine when the on-screen pointer leaves the defined area after each entry, by monitoring another event that indicates that the pointer has exited the area defined by the content display. The time stamps associated with the entry into and exit from the defined area can be used to calculate the duration of time that the pointer was in the defined area for each entry into the defined area, as well as the total duration of time that the pointer was within the defined area. The monitoring method can also determine when the on-screen pointer is moving within the defined area, again by monitoring an event that indicates such pointer movement. The above-described information regarding the on-screen pointer position and movement relative to the content display may be useful in determining how attentive the observer was to the content, since an observer frequently watches the position of the on-screen pointer when viewing the display screen.
In another embodiment of the invention, the monitoring method monitors the change in time of a characteristic of the content display. The change in time of this characteristic is evaluated to produce monitoring information. The evaluation can be accomplished, for example, by further monitoring the change in time of a characteristic of the computer system used to display the content, and comparing the change in time of the characteristic of the content display to the change in time of the characteristic of the computer system. Either of the two examples given immediately above (hiding of the content display and entry of a pointer into a defined area) are also examples of a monitoring method in accordance with this embodiment of the invention.
A monitoring method according to the invention can obtain a variety of other information, as well. For example, the monitoring method can obtain a time stamp (date and time of day) that indicates when the display of the content began. When the monitoring method is implemented by an applet written in Java, the time stamp can be obtained using a method that exists as part of the Java language.
Identifying information regarding the computer on which the content is displayed can also be obtained. The Internet Protocol (IP) address from which the request for the content was made, as well as an identification of the machine to which the content was transferred can be obtained. (There may not be a one-to-one correspondence between these two if, for example, the latter is a client computer of a system for which the former is a server computer.) Again, both the IP address and machine name can be obtained using a pre-existing Java method.
A monitoring method according to the invention can also determine if the user of the computer at the content display site selected (e.g., clicked with a mouse or pressed an appropriate keyboard key) a hyperlink within the area of the content display to end display of the current content display. Similar to the monitoring of the pointer location described above, an applet that implements a monitoring method of the invention can include a standard Java method (e.g., HandleEvent) that accepts events transmitted by the operating system. One of the events is the selection of a hyperlink. When such an event is reported, the monitoring method can so note.
As previously indicated, the above-described examples of monitoring information are merely illustrative of the types of monitoring information that can be obtained by a monitoring method according to the invention. Generally, a monitoring method according to the invention can make use of any method available in the computing environment, e.g., an operating system method, or a method that is part of a software framework, or that can be written in a computer programming language that can be used in the computing environment. For example, when the monitoring method is implemented by an applet written in Java, any existing Java method can be used to obtain information relevant to the display of the content to be monitored, either by using the method to change the state of the computer (e.g., the state of the display) on which the content is being displayed and monitoring the response of the computer (e.g., the method for monitoring whether content display is hidden, discussed above) or by retrieving information about the state of the computer (e.g., the method for monitoring entry of the pointer into the content display, discussed above). In particular, the monitoring of events as discussed above can be useful in discerning information about the content display.
A monitoring method according to the invention can also be used to ascertain information about an audio display. For example, if the content being monitored includes audio content that can only be displayed by selecting an appropriate user interface mechanism (e.g., a graphical pushbutton), a monitoring method according to the invention can determine whether that “event” is transmitted to the window represented by the content, indicating that the audio display was at least begun. Using a method as described above for determining the duration of a content display, together with knowledge of the when the audio display was begun (using a time stamp as described above), the duration of the audio display can also be determined. It may also be possible to determine the volume at which the audio content is displayed, by appropriately monitoring the methods used to operate the audio display devices. These examples are merely illustrative. As can be appreciated, using any other method available in the computing environment, other information regarding an audio display can be determined.
A monitoring method according to the invention can also be used to explicitly (i.e., by presenting questions to observers that they can answer) acquire demographic information regarding the observers of the content being monitored. This could be implemented, for example, by including the instructions for asking such questions, the content of the questions and the instructions for storing the obtained demographic information in a computer program used to implement the monitoring method. Or, such instructions and question content could be stored in a separate file that is called and executed by the computer program that implements the monitoring method. Or, instructions for presenting the questions and storing the answers could be included as part of the computer program for implementing the monitoring method, and the content of the questions could be contained in a separate file that is accessed by the computer program. These latter two possibilities can be particularly advantageous, since they allow multiple sets of demographic questions to be presented to observers by the monitoring method, thus enabling the demographic questions to be tailored to the content being displayed or to the characteristics of the observer likely to view the content.
As described above, in accordance with the invention, monitoring information regarding the display of content can be obtained, then later reviewed and analyzed to enable conclusions to be drawn about how the content was displayed and, possibly, to enable deductions to be made about how the content was observed. In addition, monitoring information can be used to affect the display of a set of content. One way in which this can occur is for a set of content, or the manner in which the set of content is displayed, to be modified based upon review and analysis of monitoring information obtained from previous displays of the set of content (e.g., monitoring information regarding whether or not the content was hidden, or the frequency of display of the content at different times during the day or week, that may be used to determine the best location on a display screen or the best times, respectively, to display the content).
Another way in which monitoring information can be used to affect the display of a set of content is to use certain monitoring information obtained just before or during the display to cause the set of content to be displayed in a particular manner. For example, as discussed above, the IP address from which a request for a set of content emanated can be ascertained when the request is first received. It may be possible to associate characteristics of an observer or observers with an IP address from which a request for content has been received (because, for example, demographic information has previously been obtained as described above when a set of content was previously transferred to that IP address). Based upon the known characteristics associated with the IP address, an appropriate one of multiple versions of the requested set of content can be transferred for display, e.g., if it is known that the IP address corresponds to a content display site that is used by observers that speak a particular language, then text displayed aurally or visually can be displayed in that language. As another example, the duration of time that a set of content has been displayed can be determined, as discussed above, and the portion of the set of content that is being displayed changed as a function of that duration, e.g. r the display of a set of content can begin with a particular video display and change to another video display after passage of a specified duration of time. As still another example, the portion of a set of content that is displayed can be varied based upon performance characteristics of the network over which the content is transferred. For example, the amount of time required to transfer data from the content provider site to the content display site can be monitored (by, for example, obtaining information from the log file regarding the size of transferred files and the amount of time required to transfer those files, as discussed above). The display of the content can then be controlled so that a moving video is displayed if the data transfer rate is above a predetermined magnitude and a still video is displayed if the data transfer rate is below the predetermined magnitude, the predetermined magnitude being chosen so that data rates below that magnitude are insufficiently fast to produce moving video of acceptable quality. The above examples are merely illustrative; other ways of using monitoring information to affect the display of a set of content are contemplated by the invention.
As described above, a monitoring method according to the invention can obtain monitoring information regarding the display of content. Of particular interest is the basic question of whether the content was displayed at all. As described above, a monitoring method according to the invention can make this determination. Some observers, however, have developed techniques for suppressing the display of particular content (e.g., advertisements). A monitoring method according to the invention can also increase the likelihood that particular content is displayed by conditioning certain other operation of the computer system that displays the content on the display of that particular content. For example, the content to be monitored can be presented as part of other content. Such presentation is common on, for example, the World Wide Web, where, for example, advertising content is frequently included as part of other content. A monitoring method according to the invention can condition the display of the other content on the display of the to-be-monitored content, e.g., the full content of a Web page cannot be viewed unless an advertisement included on the Web page is viewed. Moreover, the presentation of the other content can be conditioned on the display of the to-be-monitored content for a specified period of time. This can be particularly valuable when the to-be-monitored content does not appear automatically as part of the other content, but, rather, is only displayed in response to selection of an appropriate user interface mechanism (e.g., a graphical pushbutton) that is part of the other content.
In accordance with the above-described forced presentation of specified content, the detection of content suppression can be accomplished in any suitable manner. For example, it may be possible to detect the suppression technique being used. Or, the display of the content can be ordered so that the content that must be displayed (“required content”) is displayed first; if the monitoring method detects that the content display site is displaying the other content without first having displayed the required, then suppression of the required content has been detected. Upon detection of suppression of the required content, display of the other content is prevented and, if desired, a message indicating that fact can be displayed.
As indicated above, after monitoring information is obtained by a monitoring method according to the invention, the monitoring information is transferred from the content display site 302 to a remote site. The remote site can be the content provider site 301 or another site that is part of the network. When a monitoring method according to the invention is implemented by a Java applet, the remote site is the content provider site 301, since, currently, such applets can only communicate information to the network site from which they were transferred. However, in the future, such constraint may not exist; in that event, the remote site need not necessarily be the content provider site 301 even when a Java applet is used to implement a monitoring method according to the invention.
Generally, the monitoring information can be transferred to the remote site at any time. It may be desirable, for example, to cause the monitoring information to be transferred to the remote site immediately after the monitoring information is obtained, so that the monitoring information is accessible as quickly as possible. It may, alternatively, be desirable to store the monitoring information at the content display site, then transfer the monitoring information at a time when communication over the network communication line 303 is fastest and/or least expensive, e.g., at night.
The monitoring information can be communicated to a communication port that is different than the port from which the content and the monitoring instructions were transmitted to q the content display site 302. In that event, a special daemon that monitors such communication port for receipt of monitoring information is installed on the server computer at the content provider site. The daemon can be implemented as a conventional server daemon for monitoring data received by a server computer on a designated communication port. Communication of the monitoring information to a specially designated port can be useful to enable the monitoring data to sent in any desired format in accordance with any desired protocol. For example, the monitoring data can be encrypted, as described below.
When the invention is implemented with the World Wide Web, it is also possible to transmit the monitoring data over the network using the communication channel monitored by the http daemon, i.e., by transmitting a request to the http daemon. Such transmission may be desirable for several reasons. For example, transmission of monitoring data to the http daemon eliminates the need to create, and supply to operators of the remote site to which the monitoring data is to be transferred (e.g., a Web page operator or, as described below, an application manager site operator), special software for receiving the monitoring data. Additionally, transmission of monitoring data by transmitting a request to the http daemon may be the only way to transfer the monitoring data to the remote site. This can be true, for example, when one or more client computers are served by a “proxy server” which mediates communication between the client computers and other sites on the network. The proxy server may not allow communication over a channel specially designated for transmitting monitoring data, but allow communication to the http daemon.
Transmission of monitoring data by making a request to the http daemon can be accomplished in a variety of ways. For example, an http request can be submitted for a file having a “name” that denotes the monitoring data in some way. Notwithstanding the spurious nature of the file request, the request is recorded in the http log file, from which the “name” can be retrieved to enable extraction of the monitoring data. Or, a request for execution of a CGI script can be transmitted, with the parameter of the CGI script request that specifies input to the script being specified to denote the monitoring data in some way. A computer program resident on the computer system at the remote site can then implement a method that extracts the value of the input from the CGI script, and the monitoring data can be extracted from the value of the input. Other methods of using CGI scripts or http requests to transmit monitoring data to an http daemon are possible.
For security, it may be desirable to encrypt the monitoring data before it is transferred from the content display site 302 to a remote site. Any suitable encryption method can be used. For example, a public key encryption method, such as the well known RSA algorithm, can be used to encrypt the monitoring data. In general, the monitoring data (or other data transferred over a network in accordance with the invention) can be encrypted before any transmission of the data over a network (other examples of such data transmission are described below as part of the systems illustrated in
Once communicated to the remote site, the monitoring information can be stored in any appropriate database, as known to those skilled in the art of constructing and managing databases. The monitoring information can be presented for observation through a suitable user interface, such as a graphical user interface (GUI), in any desired format, e.g., graphs, bar charts, pie charts. The monitoring information stored in the database can also be subjected to further analysis if desired. For example, the total time that a content display is available to be viewed can be broken down into percentages of time that the content display was unobstructed, partially hidden and fully hidden. Or, the percentage of observers of a set of content that select a particular hyperlink while observing the content can be identified.
The monitoring information may be of interest not only to the content provider that provides the content for display, but to third parties as well. For example, if the content provided by the content provider includes an advertisement, the advertiser may be interested in the monitoring information regarding display of the content. The third party and the content provider may have conflicting interests in the substance of the monitoring information. For example, if the third party is paying the content provider to include the third party's content with the content provider's content, and the payment is based upon the amount of exposure of the third party's content to observers, the content provider has an interest in the monitoring information showing a large amount of exposure of the content, while the third party has an interest in the monitoring information showing a small amount of exposure. (Both parties, of course, can be simultaneously motivated by other interests, as well: for example, the third party may simply want the monitoring information to reflect accurately the amount of exposure of the content, so that they can use that information in assessing the effects of providing their content through the content provider.) If the monitoring information is transferred from the content display site to the content provider site, and unrestricted access to the monitoring information allowed at the content provider site, there may be no foolproof way to prevent the content provider from tampering with the substance of the monitoring information. This problem is particularly acute when a monitoring method according to the invention is embodied in a manner (e.g., by a Java applet), as discussed above, that necessitates that the monitoring information be transferred back to the content provider site.
In this embodiment of the invention, the monitoring information obtained at the content display site 302 is transferred to the application manager site 501, either directly from the content display site 302 or indirectly via the content provider site 301. If the latter, then the monitoring information can be received by the content provider site 301 and transferred to the application manager site 501 in a way that prevents access to the monitoring information at the content provider site 301. For example, the monitoring information could be encrypted at the content display site 302 before transfer to the content provider site 301, the decryption method being available only at the application manager site 501. Or, the monitoring information could be immediately transferred to the application manager site 501 after being received at the content provider site 301. once received at the application manager site 501, access to the monitoring information can be administered by the (neutral) application manager so that the monitoring information can not be modified by any of the parties having an interest in the information, thus ensuring the integrity of the monitoring information.
In a typical implementation, multiple sets of content will be provided from multiple content provider sites, and each set of content will be displayed by multiple content display sites. A set of monitoring information will be recorded for each display of each of the multiple sets of content and transferred to the application manager site for storage in a database that is implemented on a computer at the application manager site. Each set of monitoring information must be identified as corresponding to the set of content for which the monitoring information was obtained, so that monitoring information can be appropriately stored in a database to enable later retrieval of the monitoring information for that set of content. When a monitoring method according to the invention is implemented for use with the World Wide Web, this can be accomplished by appropriate specification of a parameter included in a computer program written in html used to implement a monitoring method, as discussed above. Example 3 below illustrates how Example 1 discussed above can be modified to make such specification (the “Account” parameter).
<applet code=“//AppMgr.com/AdInsert.class” width=230 height=33>
<param name=“image” value=“images/southwest.gif”>
<param name=“href” value=“http://www.swa.com/”>
<param name=“Account” value=“9004560093”>
</applet>
The database residing on the computer at the application manager site can also be used, for example, to store account information about the content provider site from which the content display is provided.
In the embodiment of the invention illustrated in
It is also possible that there be multiple application manager sites. Typically, monitoring information for each content display will be designated for storage on a particular one of the application manager sites. Such designation can be included as a parameter specification in a computer program used to implement the monitoring information as discussed above.
As discussed above, the content provided by a content provider can be tailored according to any specified criteria. Further, the content provider may periodically update the content. Additionally, third parties may want to provide their content with that of a content provider. These third parties may also have multiple sets of specially tailored content that are updated periodically. The management of such multiple sets of content by a content provider at the content provider site can become undesirably complex and may overtax the available bandwidth for transmission of data to and from the content provider site.
As can be appreciated, the management of both primary and secondary content can become quite burdensome when many sets, and/or many versions of sets, of secondary content and/or primary content are being provided from the primary content provider site. Management of continual updates to these sets of content data exacerbates this burden. By storing secondary content (and, if desired, primary content) at the application manager site 501, the system of
In this embodiment of the invention a user interface (e.g., GUI) can be provided at both the primary content provider site 602 and the application manager site 501. The primary content provider user interface can provide the same functionality as described above with respect to
As described above, monitoring instructions and content can be embodied by an applet that executes at the content display site. In the system of
Various embodiments of the invention have been described. The descriptions are intended to be illustrative, not limitative. Thus, it will be apparent to one skilled in the art that certain modifications may be made to the invention as described above without departing from the scope of the claims set out below. For example, though the invention has been described above as it particularly applies to monitoring the display of content disseminated over the World Wide Web, the invention can generally be used to monitor the display of content disseminated over any computer network. Additionally, though an implementation of the invention has been described in which aspects of the Java programming language are used, it is to be understood that invention is not limited to such implementation; other programming languages could be used having other features and characteristics (e.g., the language need not be an object-oriented language as is Java).
Patent | Priority | Assignee | Title |
10034034, | Jul 06 2011 | Symphony Advanced Media | Mobile remote media control platform methods |
10045082, | Jul 02 2015 | CITIBANK, N A | Methods and apparatus to correct errors in audience measurements for media accessed using over-the-top devices |
10063378, | Aug 30 2012 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions and search terms |
10063897, | Mar 15 2013 | Comscore, Inc; Rentrak Corporation; Proximic, LLC | Monitoring video advertisements |
10068246, | Jul 12 2013 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions |
10096035, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to analyze and adjust demographic information |
10142687, | Dec 30 2011 | SYMPHONY ADVANCED MEDIA, INC | Audience content exposure monitoring apparatuses, methods and systems |
10147114, | Jan 06 2014 | CITIBANK, N A | Methods and apparatus to correct audience measurement data |
10192228, | Apr 30 2013 | CITIBANK, N A | Methods and apparatus to determine ratings information for online media presentations |
10205994, | Dec 17 2015 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions |
10217122, | Mar 13 2014 | CITIBANK, N A | Method, medium, and apparatus to generate electronic mobile measurement census data |
10269044, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to determine impressions using distributed demographic information |
10270673, | Jan 27 2016 | CITIBANK, N A | Methods and apparatus for estimating total unique audiences |
10284667, | Dec 20 2010 | CITIBANK, N A | Methods and apparatus to determine media impressions using distributed demographic information |
10291947, | Jul 06 2011 | Symphony Advanced Media | Media content synchronized advertising platform apparatuses and systems |
10311464, | Jul 17 2014 | CITIBANK, N A | Methods and apparatus to determine impressions corresponding to market segments |
10333882, | Aug 28 2013 | CITIBANK, N A | Methods and apparatus to estimate demographics of users employing social media |
10356455, | Oct 10 2013 | CITIBANK, N A | Methods and apparatus to measure exposure to streaming media |
10368130, | Jul 02 2015 | CITIBANK, N A | Methods and apparatus to correct errors in audience measurements for media accessed using over the top devices |
10380633, | Jul 02 2015 | CITIBANK, N A | Methods and apparatus to generate corrected online audience measurement data |
10397623, | Mar 15 2013 | comScore, Inc. | Monitoring video advertisements |
10412427, | Mar 27 2006 | CITIBANK, N A | Methods and systems to meter media content presented on a wireless communication device |
10489805, | Apr 17 2013 | CITIBANK, N A | Methods and apparatus to monitor media presentations |
10498534, | Dec 31 2013 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions and search terms |
10504157, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to determine impressions using distributed demographic information |
10536358, | Jan 27 2016 | CITIBANK, N A | Methods and apparatus for estimating total unique audiences |
10552864, | Aug 12 2013 | CITIBANK, N A | Methods and apparatus to de-duplicate impression information |
10567531, | Dec 20 2010 | CITIBANK, N A | Methods and apparatus to determine media impressions using distributed demographic information |
10643229, | Apr 30 2013 | CITIBANK, N A | Methods and apparatus to determine ratings information for online media presentations |
10687100, | Oct 10 2013 | CITIBANK, N A | Methods and apparatus to measure exposure to streaming media |
10778440, | Aug 30 2012 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions and search terms |
10785519, | Mar 27 2006 | CITIBANK, N A | Methods and systems to meter media content presented on a wireless communication device |
10785537, | Jul 02 2015 | CITIBANK, N A | Methods and apparatus to correct errors in audience measurements for media accessed using over the top devices |
10803475, | Mar 13 2014 | CITIBANK, N A | Methods and apparatus to compensate for server-generated errors in database proprietor impression data due to misattribution and/or non-coverage |
10827217, | Dec 17 2015 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions |
10846430, | Dec 31 2013 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions and search terms |
10909559, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to analyze and adjust demographic information |
10937044, | Apr 30 2013 | CITIBANK, N A | Methods and apparatus to determine ratings information for online media presentations |
10951721, | Dec 20 2010 | CITIBANK, N A | Methods and apparatus to determine media impressions using distributed demographic information |
10956947, | Dec 23 2013 | CITIBANK, N A | Methods and apparatus to measure media using media object characteristics |
10963907, | Jan 06 2014 | CITIBANK, N A | Methods and apparatus to correct misattributions of media impressions |
10979324, | Jan 27 2016 | CITIBANK, N A | Methods and apparatus for estimating total unique audiences |
11037178, | Mar 13 2014 | CITIBANK, N A | Methods and apparatus to generate electronic mobile measurement census data |
11068927, | Jan 06 2014 | CITIBANK, N A | Methods and apparatus to correct audience measurement data |
11068928, | Jul 17 2014 | CITIBANK, N A | Methods and apparatus to determine impressions corresponding to market segments |
11068944, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to determine impressions using distributed demographic information |
11144967, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to determine impressions using distributed demographic information |
11176476, | Jun 29 2016 | CITIBANK, N A | Methods and apparatus to determine a conditional probability based on audience member probability distributions for media audience measurement |
11190816, | Mar 27 2006 | CITIBANK, N A | Methods and systems to meter media content presented on a wireless communication device |
11197046, | Oct 10 2013 | The Nielsen Company (US), LLC | Methods and apparatus to measure exposure to streaming media |
11205191, | Jul 12 2013 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions |
11218555, | Dec 20 2010 | CITIBANK, N A | Methods and apparatus to use client-server communications across internet domains to determine distributed demographic information for media impressions |
11222356, | Aug 12 2013 | CITIBANK, N A | Methods and apparatus to de-duplicate impression information |
11232148, | Jan 27 2016 | The Nielsen Company (US), LLC | Methods and apparatus for estimating total unique audiences |
11259086, | Jul 02 2015 | The Nielsen Company (US), LLC | Methods and apparatus to correct errors in audience measurements for media accessed using over the top devices |
11272249, | Dec 17 2015 | The Nielsen Company (US), LLC | Methods and apparatus to collect distributed user information for media impressions |
11282097, | Apr 17 2013 | CITIBANK, N A | Methods and apparatus to monitor media presentations |
11321623, | Jun 29 2016 | CITIBANK, N A | Methods and apparatus to determine a conditional probability based on audience member probability distributions for media audience measurement |
11381860, | Dec 31 2014 | The Nielsen Company (US), LLC | Methods and apparatus to correct for deterioration of a demographic model to associate demographic information with media impression information |
11410189, | Apr 30 2013 | The Nielsen Company (US), LLC | Methods and apparatus to determine ratings information for online media presentations |
11483160, | Aug 30 2012 | The Nielsen Company (US), LLC | Methods and apparatus to collect distributed user information for media impressions and search terms |
11496433, | Aug 28 2013 | CITIBANK, N A | Methods and apparatus to estimate demographics of users employing social media |
11533379, | Dec 20 2010 | The Nielsen Company (US), LLC | Methods and apparatus to determine media impressions using distributed demographic information |
11551246, | Sep 22 2010 | The Nielsen Company (US), LLC | Methods and apparatus to analyze and adjust demographic information |
11562015, | Jan 27 2016 | The Nielsen Company (US), LLC | Methods and apparatus for estimating total unique audiences |
11562098, | Dec 31 2013 | The Nielsen Company (US), LLC | Methods and apparatus to collect distributed user information for media impressions and search terms |
11562394, | Aug 29 2014 | The Nielsen Company (US), LLC | Methods and apparatus to associate transactions with media impressions |
11563994, | Oct 10 2013 | The Nielsen Company (US), LLC | Methods and apparatus to measure exposure to streaming media |
11568431, | Mar 13 2014 | The Nielsen Company (US), LLC | Methods and apparatus to compensate for server-generated errors in database proprietor impression data due to misattribution and/or non-coverage |
11574226, | Jun 29 2016 | The Nielsen Company (US), LLC | Methods and apparatus to determine a conditional probability based on audience member probability distributions for media audience measurement |
11580576, | Sep 22 2010 | The Nielsen Company (US), LLC | Methods and apparatus to determine impressions using distributed demographic information |
11645673, | Jul 02 2015 | CITIBANK, N A | Methods and apparatus to generate corrected online audience measurement data |
11651391, | Aug 12 2013 | The Nielsen Company (US), LLC | Methods and apparatus to de-duplicate impression information |
11669849, | Apr 30 2013 | The Nielsen Company (US), LLC | Methods and apparatus to determine ratings information for online media presentations |
11677997, | Mar 27 2006 | The Nielsen Company (US), LLC | Methods and systems to meter media content presented on a wireless communication device |
11682048, | Sep 22 2010 | The Nielsen Company (US), LLC | Methods and apparatus to determine impressions using distributed demographic information |
11687958, | Apr 17 2013 | The Nielsen Company (US), LLC | Methods and apparatus to monitor media presentations |
11695846, | Dec 20 2010 | The Nielsen Company (US), LLC | Methods and apparatus to determine media impressions using distributed demographic information |
11706490, | Jul 02 2015 | The Nielsen Company (US), LLC | Methods and apparatus to correct errors in audience measurements for media accessed using over-the-top devices |
11727432, | Jan 06 2014 | The Nielsen Company (US), LLC | Methods and apparatus to correct audience measurement data |
11729287, | Dec 20 2010 | THE NIELSEN COMPANY US , LLC | Methods and apparatus to determine media impressions using distributed demographic information |
11765411, | Mar 27 2006 | The Nielsen Company (US), LLC | Methods and systems to meter media content presented on a wireless communication device |
11785293, | Dec 17 2015 | The Nielsen Company (US), LLC | Methods and apparatus to collect distributed user information for media impressions |
11792016, | Aug 30 2012 | The Nielsen Company (US), LLC | Methods and apparatus to collect distributed user information for media impressions and search terms |
11830028, | Jul 12 2013 | The Nielsen Company (US), LLC | Methods and apparatus to collect distributed user information for media impressions |
11854041, | Jul 17 2014 | THE NIELSEN COMPANY US , LLC | Methods and apparatus to determine impressions corresponding to market segments |
11854049, | Dec 23 2013 | The Nielsen Company (US), LLC | Methods and apparatus to measure media using media object characteristics |
11869024, | Sep 22 2010 | The Nielsen Company (US), LLC | Methods and apparatus to analyze and adjust demographic information |
11870912, | Aug 30 2012 | The Nielsen Company (US), LLC | Methods and apparatus to collect distributed user information for media impressions and search terms |
11880780, | Jun 29 2016 | The Nielsen Company (US), LLC | Methods and apparatus to determine a conditional probability based on audience member probability distributions for media audience measurement |
11887133, | Mar 13 2014 | The Nielsen Company (US), LLC | Methods and apparatus to generate electronic mobile measurement census data |
11968413, | Oct 10 2013 | The Nielsen Company (US), LLC | Methods and apparatus to measure exposure to streaming media |
11971922, | Jan 27 2016 | The Nielsen Company (US), LLC | Methods and apparatus for estimating total unique audiences |
11983730, | Dec 31 2014 | The Nielsen Company (US), LLC | Methods and apparatus to correct for deterioration of a demographic model to associate demographic information with media impression information |
8370489, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to determine impressions using distributed demographic information |
8503991, | Apr 03 2008 | CITIBANK, N A | Methods and apparatus to monitor mobile devices |
8514907, | Mar 27 2006 | CITIBANK, N A | Methods and systems to meter media content presented on a wireless communication device |
8607295, | Jul 06 2011 | Symphony Advanced Media | Media content synchronized advertising platform methods |
8631473, | Jul 06 2011 | Symphony Advanced Media | Social content monitoring platform apparatuses and systems |
8635674, | Jul 06 2011 | Symphony Advanced Media | Social content monitoring platform methods |
8650587, | Jul 06 2011 | Symphony Advanced Media | Mobile content tracking platform apparatuses and systems |
8667520, | Jul 06 2011 | Symphony Advanced Media | Mobile content tracking platform methods |
8713168, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to determine impressions using distributed demographic information |
8843626, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to determine impressions using distributed demographic information |
8930701, | Aug 30 2012 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions and search terms |
8954536, | Dec 20 2010 | CITIBANK, N A | Methods and apparatus to determine media impressions using distributed demographic information |
8955001, | Jul 06 2011 | Symphony Advanced Media | Mobile remote media control platform apparatuses and methods |
8977694, | Feb 14 2012 | The Nielsen Company (US), LLC | Methods and apparatus to identify session users with cookie information |
8978086, | Jul 06 2011 | Symphony Advanced Media | Media content based advertising survey platform apparatuses and systems |
8990337, | Jun 08 2009 | ZETA GLOBAL CORP | Tracking advertising abandonment rates |
9015255, | Feb 14 2012 | CITIBANK, N A | Methods and apparatus to identify session users with cookie information |
9058617, | Mar 18 2011 | The Nielsen Company (US), LLC | Methods and apparatus to determine an adjustment factor for media impressions |
9118542, | Mar 18 2011 | CITIBANK, N A | Methods and apparatus to determine an adjustment factor for media impressions |
9210130, | Aug 30 2012 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions and search terms |
9215288, | Jun 11 2012 | CITIBANK, N A | Methods and apparatus to share online media impressions data |
9218612, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to determine impressions using distributed demographic information |
9232014, | Feb 14 2012 | CITIBANK, N A | Methods and apparatus to identify session users with cookie information |
9237138, | Dec 31 2013 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions and search terms |
9237377, | Jul 06 2011 | Symphony Advanced Media | Media content synchronized advertising platform apparatuses and systems |
9264764, | Jul 06 2011 | Symphony Advanced Media | Media content based advertising survey platform methods |
9294368, | Sep 22 2010 | The Nielsen Company (US), LLC | Methods and apparatus to determine impressions using distributed demographic information |
9313294, | Aug 12 2013 | CITIBANK, N A | Methods and apparatus to de-duplicate impression information |
9332035, | Oct 10 2013 | CITIBANK, N A | Methods and apparatus to measure exposure to streaming media |
9344343, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to determine impressions using distributed demographic information |
9355138, | Jun 30 2010 | CITIBANK, N A | Methods and apparatus to obtain anonymous audience measurement data from network server data for particular demographic and usage profiles |
9386111, | Dec 16 2011 | CITIBANK, N A | Monitoring media exposure using wireless communications |
9432713, | Jul 06 2011 | Symphony Advanced Media | Media content synchronized advertising platform apparatuses and systems |
9438939, | Jun 28 2013 | CITIBANK, N A | Methods and systems to meter media content presented on a wireless communication device |
9467519, | Feb 14 2012 | CITIBANK, N A | Methods and apparatus to identify session users with cookie information |
9497090, | Mar 18 2011 | CITIBANK, N A | Methods and apparatus to determine an adjustment factor for media impressions |
9503784, | Oct 10 2013 | CITIBANK, N A | Methods and apparatus to measure exposure to streaming media |
9519914, | Apr 30 2013 | CITIBANK, N A | Methods and apparatus to determine ratings information for online media presentations |
9571874, | Jul 06 2011 | Symphony Advanced Media | Social content monitoring platform apparatuses, methods and systems |
9582809, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to analyze and adjust demographic information |
9596150, | Dec 20 2010 | CITIBANK, N A | Methods and apparatus to determine media impressions using distributed demographic information |
9596151, | Sep 22 2010 | CITIBANK, N A | Methods and apparatus to determine impressions using distributed demographic information |
9641336, | Dec 31 2013 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions and search terms |
9697533, | Apr 17 2013 | CITIBANK, N A | Methods and apparatus to monitor media presentations |
9723346, | Jul 06 2011 | Symphony Advanced Media | Media content synchronized advertising platform apparatuses and systems |
9805377, | Jan 17 2012 | Comscore, Inc; Rentrak Corporation; Proximic, LLC | Unified content visibility |
9807442, | Jul 06 2011 | Symphony Advanced Media, Inc. | Media content synchronized advertising platform apparatuses and systems |
9838754, | Sep 01 2015 | CITIBANK, N A | On-site measurement of over the top media |
9852163, | Dec 30 2013 | CITIBANK, N A | Methods and apparatus to de-duplicate impression information |
9865005, | Jan 17 2012 | Comscore, Inc; Rentrak Corporation; Proximic, LLC | Unified content visibility and video content monitoring |
9912482, | Aug 30 2012 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions and search terms |
9928521, | Aug 12 2013 | CITIBANK, N A | Methods and apparatus to de-duplicate impression information |
9942584, | Mar 27 2006 | CITIBANK, N A | Methods and systems to meter media content presented on a wireless communication device |
9953330, | Mar 13 2014 | CITIBANK, N A | Methods, apparatus and computer readable media to generate electronic mobile measurement census data |
9979544, | Dec 31 2013 | CITIBANK, N A | Methods and apparatus to collect distributed user information for media impressions and search terms |
9979614, | Dec 20 2010 | CITIBANK, N A | Methods and apparatus to determine media impressions using distributed demographic information |
Patent | Priority | Assignee | Title |
3540003, | |||
3696297, | |||
3818458, | |||
3906454, | |||
4034351, | Feb 12 1975 | Fuji Electric Company Ltd. | Method and apparatus for transmitting common information in the information processing system |
4058829, | Aug 13 1976 | Control Data Corporation | TV monitor |
4084262, | May 28 1976 | Westinghouse Electric Corporation | Digital monitor having memory readout by the monitored system |
4125892, | Apr 17 1974 | Nippon Telegraph & Telephone Corporation | System for monitoring operation of data processing system |
4166290, | May 10 1978 | Tesdata Systems Corporation | Computer monitoring system |
4236209, | Oct 31 1978 | Honeywell Information Systems Inc. | Intersystem transaction identification logic |
4283709, | Jan 29 1980 | Summit Systems, Inc. (Interscience Systems) | Cash accounting and surveillance system for games |
4315330, | Mar 07 1980 | IBM Corporation | Multiple data rate testing of communication equipment |
4355372, | Dec 24 1980 | NPD RESEARCH INC , A CORP OF N Y | Market survey data collection method |
4356545, | Aug 02 1979 | Data General Corporation | Apparatus for monitoring and/or controlling the operations of a computer from a remote location |
4473824, | Jun 29 1981 | ROTIS TECHNOLOGIES CORPORATION | Price quotation system |
4516216, | Mar 02 1979 | Paradyne Corporation | In-service monitoring system for data communications network |
4546382, | Jun 09 1983 | ARBITRON INC | Television and market research data collection system and method |
4566030, | Jun 09 1983 | ARBITRON INC ; ARBITRON, INC A DELAWARE CORPORATION | Television viewer data collection system |
4603232, | Sep 24 1984 | NPD Research, Inc. | Rapid market survey collection and dissemination method |
4658290, | Jun 09 1983 | ARBITRON INC ; ARBITRON, INC A DELAWARE CORPORATION | Television and market research data collection system and method |
4677552, | Oct 05 1984 | International commodity trade exchange | |
4695880, | Jul 30 1985 | POSTRON CORP , A CORP OF ALABAMA | Electronic information dissemination system |
4700378, | Aug 08 1985 | Data base accessing system | |
4706121, | Jul 12 1985 | Scientific-Atlanta, Inc | TV schedule system and process |
4713791, | Sep 24 1984 | AG COMMUNICATION SYSTEMS CORPORATION, 2500 W UTOPIA RD , PHOENIX, AZ 85027, A DE CORP | Real time usage meter for a processor system |
4718025, | Apr 15 1985 | CENTEC CORPORATION A ORP OF VA | Computer management control system |
4725886, | Apr 21 1983 | The Weather Channel, LLC | Communications system having an addressable receiver |
4740912, | Aug 02 1982 | Quinews-electronic replacement for the newspaper | |
4745559, | Dec 27 1985 | Reuters Limited | Method and system for dynamically controlling the content of a local receiver data base from a transmitted data base in an information retrieval communication network |
4751578, | May 28 1985 | SUPERGUIDE CORPORATION, THE | System for electronically controllably viewing on a television updateable television programming information |
4757456, | May 19 1981 | Itron, Inc | Device and method for utility meter reading |
4758947, | Feb 16 1984 | American Telephone and Telegraph Company, AT&T Bell Laboratories; BELL TELEPHONE LABORATORIES, INCORPORATED, A NY CORP | List processing method and apparatus |
4774658, | Feb 12 1987 | Standardized alarm notification transmission alternative system | |
4783648, | Jul 01 1985 | Hitachi, Ltd. | Display control system for multiwindow |
4792921, | Mar 18 1986 | Amiga Development, LLC | Network event identifiers |
4817080, | Feb 24 1987 | ENTERASYS NETWORKS, INC | Distributed local-area-network monitoring system |
4823290, | Jul 21 1987 | Amiga Development, LLC | Method and apparatus for monitoring the operating environment of a computer system |
4827508, | Oct 14 1985 | ELECTRONIC PUBLISHING RESOURCES, INC | Database usage metering and protection system and method |
4831582, | Nov 07 1986 | ALLEN-BRADLEY COMPANY, INC | Database access machine for factory automation network |
4849879, | Sep 02 1986 | HEWLETT-PACKARD DEVELOPMENT COMPANY, L P | Data processor performance advisor |
4862268, | Mar 31 1980 | GENERAL INSTRUMENT CORPORATION GIC-4 | Addressable cable television control system with video format data transmission |
4868866, | Dec 28 1984 | McGraw-Hill Inc. | Broadcast data distribution system |
4887308, | Jun 26 1987 | Broadcast data storage and retrieval system | |
4907188, | Sep 12 1985 | Kabushiki Kaisha Toshiba | Image information search network system |
4912466, | Sep 15 1988 | NPD Research Inc. | Audio frequency based data capture tablet |
4912522, | Aug 17 1988 | VUTEK ACQUISITION CORP , A DELAWARE CORPORATION | Light driven remote system and power supply therefor |
4924488, | Jul 28 1987 | ENFORCEMENT SUPPORT INCORPORATED, AN OH CORP | Multiline computerized telephone monitoring system |
4935870, | Oct 25 1983 | Keycom Electronic Publishing | Apparatus for downloading macro programs and executing a downloaded macro program responding to activation of a single key |
4941084, | Sep 14 1984 | Hitachi, Ltd. | System for locating resources resided in a distributing processing system by sequentially transmitting resource inquiries through a looped transmission line |
4954699, | Apr 13 1988 | NPD Research, Inc. | Self-administered survey questionnaire and method |
4954969, | Dec 19 1986 | PFU Limited | System for processing various types of information in easily usable form |
4958284, | Dec 06 1988 | IPSOS-INSIGHT, INC | Open ended question analysis system and method |
4961132, | Jan 29 1987 | NEC Corporation | System for processing communications among central processing units |
4972367, | Oct 23 1987 | ALLEN-BRADLEY COMPANY, INC , MILWAUKEE, WISCONSIN A WISCONSIN CORP | System for generating unsolicited messages on high-tier communication link in response to changed states at station-level computers |
4972504, | Feb 11 1988 | A C NIELSEN US , INC | Marketing research system and method for obtaining retail data on a real time basis |
4977455, | Jul 15 1988 | STARSIGHT TELECAST, INC | System and process for VCR scheduling |
4977594, | Oct 14 1986 | ELECTRONIC PUBLISHING RESOURCES, INC | Database usage metering and protection system and method |
4989230, | Sep 23 1988 | Motorola, Inc.; MOTOROLA, INC , SCHAUMBURG | Cellular cordless telephone |
5006978, | Apr 01 1981 | TERADATA US, INC | Relational database system having a network for transmitting colliding packets and a plurality of processors each storing a disjoint portion of database |
5007017, | Apr 04 1986 | Hitachi, Ltd. | Method and apparatus for data communication through composite network |
5008929, | Jan 18 1990 | Verisign, Inc | Billing system for telephone signaling network |
5019963, | Apr 02 1987 | International Business Machines Corporation, | Data processing network with upgrading of files |
5023907, | Sep 30 1988 | Hewlett-Packard Company | Network license server |
5023929, | Sep 15 1988 | NPD Research, Inc. | Audio frequency based market survey method |
5025395, | Feb 21 1986 | Hitachi, Ltd. | Data processing system capable of executing data processing using resources by designating displayed graphic patterns representing selected resources |
5032979, | Jun 22 1990 | International Business Machines Corporation | Distributed security auditing subsystem for an operating system |
5036518, | Nov 02 1988 | Guaranteed reliable broadcast network | |
5038211, | Jul 05 1989 | HALLENBECK, PETER D ; SUPERGUIDE CORPORATION | Method and apparatus for transmitting and receiving television program information |
5038374, | Jan 08 1990 | AXCIS INFORMATION NETWORK, INC | Data transmission and storage |
5042027, | Sep 12 1988 | Hitachi, Ltd. | Communication network system and method of controlling a communication network |
5047867, | Jun 08 1989 | U S PHILIPS CORPORATION | Interface for a TV-VCR system |
5049873, | Jan 29 1988 | Network Equipment Technologies, Inc. | Communications network state and topology monitor |
5062147, | Apr 27 1987 | BMC SOFTWARE, INC | User programmable computer monitoring system |
5063523, | Nov 16 1989 | RACAL-DATACOM, INC | Network management system with event rule handling |
5063610, | Sep 27 1989 | BROADCAST DATA RETRIEVAL CORPORATION | Broadcasting system with supplemental data transmission and storage |
5088108, | Feb 29 1988 | Telefonaktiebolaget L M Ericsson | Cellular digital mobile radio system and method of transmitting information in a digital cellular mobile radio system |
5101402, | May 24 1988 | HEWLETT-PACKARD DEVELOPMENT COMPANY, L P | Apparatus and method for realtime monitoring of network sessions in a local area network |
5109350, | Jan 26 1988 | British Telecommunications public limited company | Evaluation system |
5109414, | Nov 03 1981 | PERSONALIZED MASS MEDIA CORPORATION, THE | Signal processing apparatus and methods |
5140419, | Apr 21 1983 | The Weather Channel, LLC | Communications system |
5146591, | Apr 27 1990 | Computer Associates Think, Inc | Dynamic information management system utilizing entity-relationship information model in which the attribute is independent of an entity |
5150116, | Apr 12 1990 | INNOVATIVE TRAFFIC SYSTEMS, L L C | Traffic-light timed advertising center |
5155857, | May 29 1987 | Hitachi, Ltd. | Communication processing system in which communication by terminals is controlled according to a terminal management table |
5159685, | Dec 06 1989 | NEXTIRAONE, LLC | Expert system for communications network |
5161109, | Dec 16 1988 | Pitney Bowes Inc | Up/down loading of databases |
5166866, | Apr 03 1991 | Samsung Electronics Co., Ltd. | Semiconductor package |
5181113, | May 10 1990 | Goldstar Co., Ltd. | Method of storing and editing data in a television system and apparatus therefor |
5201048, | Dec 01 1988 | Axxess Technologies, Inc. | High speed computer system for search and retrieval of data within text and record oriented files |
5202985, | Apr 14 1988 | RACAL-DATACOM, INC | Apparatus and method for displaying data communication network configuration after searching the network |
5204947, | Oct 31 1990 | International Business Machines Corporation | Application independent (open) hypermedia enablement services |
5208588, | Apr 10 1990 | Kabushiki Kaisha Toshiba | Method and apparatus for continuously scrolling large scale picture |
5210530, | Jan 04 1991 | Motorola, Inc | Network management interface with internal DSD |
5212684, | Sep 01 1989 | IPG Electronics 503 Limited | Protocol and transceiver for cordless/cellular telephone service |
5214792, | Sep 27 1989 | BROADCAST DATA RETRIEVAL CORPORATION | Broadcasting system with supplemental data transmission and storge |
5220522, | May 09 1989 | I O PORT SYSTEMS PARTNERSHIP | Peripheral data acquisition, monitor, and control device for a personal computer |
5220655, | Mar 09 1990 | Kabushiki Kaisha Toshiba | Distributed computer network for tracking the access path of a user |
5223827, | May 23 1991 | INTERNATIONAL BUSINESS MACHINES CORPORATION, A CORPORATION OF NY | Process and apparatus for managing network event counters |
5223924, | May 27 1992 | U S PHILIPS CORPORATION | System and method for automatically correlating user preferences with a T.V. program information database |
5226120, | May 21 1990 | Nortel Networks Limited | Apparatus and method of monitoring the status of a local area network |
5231593, | Jan 11 1991 | Hewlett-Packard Company; HEWLETT-PACKARD DEVELOPMENT COMPANY, L P ; Agilent Technologies, Inc | Maintaining historical LAN traffic statistics |
5235680, | Jul 31 1987 | VISTA DMS, INC | Apparatus and method for communicating textual and image information between a host computer and a remote display terminal |
5237677, | Nov 08 1989 | HITACHI, LTD , A CORP OF JAPAN; HITACHI ELECTRONICS SERVICES CO , LTD , A CORP OF JAPAN | Monitoring and controlling system and method for data processing system |
5237681, | May 24 1991 | Telcordia Technologies, Inc | Relational data base memory utilization analyzer |
5237684, | Aug 12 1991 | International Business Machines Corporation | Customized and versatile event monitor within event management services of a computer system |
5239540, | Nov 27 1990 | Cisco Technology, Inc | Method and apparatus for transmitting, receiving and communicating digital data signals with corresponding program data signals which describe the digital data signals |
5241625, | Nov 27 1990 | NETOPIA, INC | Screen image sharing among heterogeneous computers |
5241671, | Oct 26 1989 | ENCYCLOPAEDIA BRITANNICA, INC | Multimedia search system using a plurality of entry path means which indicate interrelatedness of information |
5245429, | Dec 17 1991 | INTERNATIONAL BUSINESS MACHINES CORPORATION A CORP OF NEW YORK | Selective data broadcasting receiver adapter apparatus and method for personal computers |
5247517, | Oct 20 1989 | Novell, Inc. | Method and apparatus for analyzing networks |
5247575, | Aug 16 1988 | WAVE SYSTEMS, CORP GRANTEE | Information distribution system |
5247697, | Aug 29 1990 | NEC Corporation | Packet switched network having online device for performing operations using user identification code included in facility field of call packet |
5249260, | Aug 12 1988 | Hitachi, Ltd. | Data input system |
5249300, | Apr 27 1990 | Computer Associates Think, Inc | System and method of constructing models of complex business transactions using entity-set variables for ordered sets of references to user data |
5253346, | Jul 21 1989 | MATSUSHITA ELECTRIC INDUSTRIAL CO , LTD | Method and apparatus for data transfer between processor elements |
5260878, | Sep 06 1991 | PRINTCAFE, INC | Web press monitoring system |
5261091, | Sep 29 1989 | Casio Computer Co., Ltd. | Slip processing apparatus for outputting arbitrary field data from a memory as input data |
5262860, | Apr 23 1992 | International Business Machines Corporation | Method and system communication establishment utilizing captured and processed visually perceptible data within a broadcast video signal |
5267314, | Nov 17 1992 | Secure transaction system and method utilized therein | |
5267351, | Dec 22 1989 | AVID TECHNOLOGY | Media storage and retrieval system |
5276458, | May 14 1990 | International Business Machines Corporation | Display system |
5276789, | May 14 1990 | Hewlett-Packard Company | Graphic display of network topology |
5281962, | May 08 1992 | GOOGLE LLC | Method and apparatus for automatic generation and notification of tag information corresponding to a received message |
5283639, | Oct 23 1989 | TECHNOLOGY RIGHTS LICENSING COMPANY, LLC | Multiple media delivery network method and apparatus |
5287363, | Jul 01 1991 | Disk Technician Corporation | System for locating and anticipating data storage media failures |
5297249, | Oct 31 1990 | International Business Machines Corporation | Hypermedia link marker abstract and search services |
5301287, | Mar 12 1990 | HEWLETT-PACKARD DEVELOPMENT COMPANY, L P | User scheduled direct memory access using virtual addresses |
5301350, | Oct 10 1989 | BURROUGHS, INC | Real time storage/retrieval subsystem for document processing in banking operations |
5309243, | Jun 10 1992 | Eastman Kodak Company | Method and apparatus for extending the dynamic range of an electronic imaging system |
5315093, | Feb 05 1992 | A C NIELSEN US , INC | Market research method and system for collecting retail store market research data |
5315580, | Sep 28 1990 | HEWLETT-PACKARD DEVELOPMENT COMPANY, L P | Network monitoring device and system |
5317140, | Nov 24 1992 | NEXT HOLDINGS, LTD | Diffusion-assisted position location particularly for visual pen detection |
5321831, | Oct 30 1989 | Kabushiki Kaisha Toshiba | Multiple user electronic filing system for image data using a keyed hierarchical file structure |
5321838, | Feb 28 1991 | Texas Instruments Incorporated | Event capturing for computer software evaluation |
5327237, | Jun 14 1991 | PLYMOUTH DEWITT, INC | Transmitting data with video |
5327554, | Nov 29 1990 | GARNET DIGITAL, LLC | Interactive terminal for the access of remote database information |
5329619, | Oct 30 1992 | Software AG | Cooperative processing interface and communication broker for heterogeneous computing environments |
5331544, | Apr 23 1992 | A C NIELSEN US , INC | Market research method and system for collecting retail store and shopper market research data |
5333302, | Feb 28 1991 | Texas Instruments Incorporated | Filtering event capture data for computer software evaluation |
5339239, | Oct 13 1989 | JAL INFORMATION TECHNOLOGY CO , LTD | Information collecting and/or service furnishing systems by which a user can request information from a central data base using a portable personal terminal and an access terminal |
5339409, | Dec 28 1989 | Kabushiki Kaisha Toshiba | Image storage/search apparatus for merging image and related key codes when match found between key code and specific character code of image |
5339412, | Nov 20 1989 | Ricoh Company, Ltd. | Electronic filing system using a mark on each page of the document for building a database with respect to plurality of multi-page documents |
5339433, | Nov 19 1992 | Borland Software Corporation | Symbol browsing in an object-oriented development system |
5347632, | Jul 15 1988 | International Business Machines Corporation | Reception system for an interactive computer network and method of operation |
5349662, | May 21 1992 | International Business Machines Corporation; INTERNATIONAL BUSINESS MACHINES CORPORATION A CORP OF NEW YORK | Method of and apparatus for providing automatic detection of user activity |
5351278, | Mar 09 1992 | Hitachi, Ltd. | X-ray tomography method and apparatus thereof |
5351293, | Feb 01 1993 | Wave Systems Corp. | System method and apparatus for authenticating an encrypted signal |
5353399, | Nov 08 1989 | Hitachi, Ltd. | Method and system for selecting devices in information networks, including inputting/outputting data to a specified device selected by pointing to a corresponding indicator on a screen |
5355327, | Nov 26 1991 | Wilmington Trust, National Association, as Administrative Agent | Automated statistical data collection system |
5355484, | Aug 12 1991 | International Business Machines Corporation | Dynamically established event monitors in event management services of a computer system |
5359367, | Oct 09 1989 | Imagination Technologies Limited | Personal computer with broadcast receiver on expansion board controlled by computer microprocessor |
5361359, | Aug 31 1992 | McAfee, Inc | System and method for controlling the use of a computer |
5367673, | Aug 23 1991 | Eastman Kodak Company | System for queueing request from remote stations for proof processing of files that are transmitted only when processing resources become available |
5367677, | May 11 1990 | RTPC CORPORATION; TM PATENTS, L P | System for iterated generation from an array of records of a posting file with row segments based on column entry value ranges |
5371846, | Oct 16 1991 | International Business Machines Corporation; INTERNATIONAL BUSINESS MACHINES CORPORATION A CORP OF NY | Non-linear scroll bar |
5374951, | Jun 01 1990 | PEACH Media Research, Inc. | Method and system for monitoring television viewing |
5375070, | Mar 01 1993 | IBM Corporation | Information collection architecture and method for a data communications network |
5375237, | Aug 09 1989 | Hitachi, Ltd. | Computerized method of creating a convenient dictionary representing data structures for use by a plurality of program products |
5379380, | Mar 28 1989 | Matsushita Electric Industrial Co., Ltd. | System with dedicated buffers connected to respective I/O devices for continuous processing of digital data |
5382970, | Jul 19 1991 | Television viewer monitoring system including portable data meter for each viewer | |
5386516, | May 21 1990 | International Business Machines Corporation | Virtual drives in an automated storage library |
5386558, | Feb 24 1992 | Adapsys, Inc. | Method and apparatus for executing control system functions in a computer system |
5388211, | Apr 18 1989 | SofTel, Inc. | Method and apparatus for remotely controlling and monitoring the use of computer software |
5388252, | Sep 07 1990 | Eastman Kodak Company | System for transparent monitoring of processors in a network with display of screen images at a remote station for diagnosis by technical support personnel |
5388258, | Nov 27 1991 | Telefonaktiebolaget LM Ericsson | Software structure for telecommunication switching systems |
5390281, | May 27 1992 | Apple Inc | Method and apparatus for deducing user intent and providing computer implemented services |
5398336, | Oct 16 1990 | Consilium, Inc. | Object-oriented architecture for factory floor management |
5406269, | Jul 05 1991 | David, Baran | Method and apparatus for the remote verification of the operation of electronic devices by standard transmission mediums |
5406555, | Jul 01 1992 | NEC Corporation | Charging in LAN for only packets used by subscribers |
5408607, | Mar 19 1990 | HITACHI, LTD , | Information transfer system |
5410598, | Oct 14 1986 | Electronic Publishing Resources, Inc. | Database usage metering and protection system and method |
5410690, | Nov 30 1989 | Kabushiki Kaisha Toshiba | System for issuing portable storage media containing common and individual data |
5412778, | Dec 19 1991 | Bull, S.A. | Method of classification and performance evaluation of computer architectures |
5414809, | Apr 30 1993 | GOOGLE LLC | Graphical display of data |
5418728, | Sep 20 1993 | Fujitsu Limited | Computer aided design support device |
5461708, | Aug 06 1993 | Borland Software Corporation | Systems and methods for automated graphing of spreadsheet information |
5483658, | Feb 26 1993 | Motorola, Inc | Detection of unauthorized use of software applications in processing devices |
5485897, | Nov 24 1992 | Sanyo Electric Co., Ltd.; Fujitec Co., Ltd. | Elevator display system using composite images to display car position |
5491820, | Nov 10 1994 | AT&T Corporation | Distributed, intermittently connected, object-oriented database and management system |
5499340, | Jan 12 1994 | International Business Machines Corporation | Method and apparatus for computer program usage monitoring |
5521617, | Apr 15 1993 | Sony Corporation | Three-dimensional image special effect apparatus |
5524073, | Nov 17 1992 | Secure transaction system and method utilized therein | |
5555303, | Sep 14 1993 | Secure transaction system and method utilized therein | |
5557333, | Jun 14 1991 | PLYMOUTH DEWITT, INC | System for transparent transmission and reception of a secondary data signal with a video signal in the video band |
5560038, | Jul 22 1994 | Network Peripherals, Inc. | Apparatus for translating frames of data transferred between heterogeneous local area networks |
5568471, | Sep 06 1995 | International Business Machines Corporation | System and method for a workstation monitoring and control of multiple networks having different protocols |
5572647, | Nov 04 1994 | International Business Machines Corporation | Visibility seeking scroll bars and other control constructs |
5590056, | Jan 12 1994 | International Business Machines Corporation | Method and apparatus for computer program usage monitoring |
5594911, | Jul 13 1994 | TTI Inventions A LLC | System and method for preprocessing and delivering multimedia presentations |
5604867, | Jul 22 1994 | Network Peripherals | System for transmitting data between bus and network having device comprising first counter for providing transmitting rate and second counter for limiting frames exceeding rate |
5615264, | Jun 08 1995 | Wave Systems Corp.; WAVE SYSTEMS CORP | Encrypted data package record for use in remote transaction metered data system |
5623652, | Jul 25 1994 | Apple Inc | Method and apparatus for searching for information in a network and for controlling the display of searchable information on display devices in the network |
5629980, | Nov 23 1994 | CONTENTGUARD HOLDINGS, INC | System for controlling the distribution and use of digital works |
5634012, | Nov 23 1994 | CONTENTGUARD HOLDINGS, INC | System for controlling the distribution and use of digital works having a fee reporting mechanism |
5634100, | Aug 07 1995 | Apple Computer, Inc | System and method for event parameter interdependence and adjustment with pen input |
5638443, | Nov 23 1994 | CONTENTGUARD HOLDINGS, INC | System for controlling the distribution and use of composite digital works |
5646998, | Nov 17 1992 | Secure transaction system and method utilized therein | |
5646999, | Oct 27 1994 | PIRACY PROTECTION LLC | Data coypright management method |
5648965, | Jul 07 1995 | Sun Microsystems, Inc | Method and apparatus for dynamic distributed packet tracing and analysis |
5671283, | Jun 08 1995 | WAVE SYSTEMS CORP | Secure communication system with cross linked cryptographic codes |
5673382, | May 30 1996 | International Business Machines Corporation | Automated management of off-site storage volumes for disaster recovery |
5675510, | Jun 07 1995 | Comscore, Inc | Computer use meter and analyzer |
5682525, | Jan 11 1995 | Civix-DDI, LLC | System and methods for remotely accessing a selected group of items of interest from a database |
5696702, | Apr 17 1995 | RAKUTEN, INC | Time and work tracker |
5706502, | Mar 26 1996 | Oracle America, Inc | Internet-enabled portfolio manager system and method |
5708709, | Dec 08 1995 | Oracle America, Inc | System and method for managing try-and-buy usage of application programs |
5708780, | Jun 07 1995 | Soverain IP, LLC | Internet server access control and monitoring systems |
5710915, | Dec 21 1995 | Hewlett Packard Enterprise Development LP | Method for accelerating access to a database clustered partitioning |
5710918, | Jun 07 1995 | GOOGLE LLC | Method for distributed task fulfillment of web browser requests |
5712979, | Sep 20 1995 | ULOGIN LLC | Method and apparatus for attaching navigational history information to universal resource locator links on a world wide web page |
5715453, | May 31 1996 | PayPal, Inc | Web server mechanism for processing function calls for dynamic data queries in a web page |
5717860, | Sep 20 1995 | ULOGIN LLC | Method and apparatus for tracking the navigation path of a user on the world wide web |
5717923, | Nov 03 1994 | Intel Corporation | Method and apparatus for dynamically customizing electronic information to individual end users |
5724521, | Nov 03 1994 | Intel Corporation | Method and apparatus for providing electronic advertisements to end users in a consumer best-fit pricing manner |
5732218, | Jan 02 1997 | AVAYA Inc | Management-data-gathering system for gathering on clients and servers data regarding interactions between the servers, the clients, and users of the clients during real use of a network of clients and servers |
5740549, | Jun 12 1995 | Meta Platforms, Inc | Information and advertising distribution system and method |
5751956, | Feb 21 1996 | DISNEY ENTERPRISES, INC | Method and apparatus for redirection of server external hyper-link references |
5787253, | May 28 1996 | SILKSTREAM CORPORATION | Apparatus and method of analyzing internet activity |
5793302, | Nov 17 1992 | Method for securing information relevant to a transaction | |
5793948, | Nov 25 1994 | Research In Motion Limited | Method and apparatus for recording and analyzing an interaction log |
5796952, | Mar 21 1997 | THE NIELSEN COMPANY US , LLC, A DELAWARE LIMITED LIABILITY COMPANY | Method and apparatus for tracking client interaction with a network resource and creating client profiles and resource database |
5799292, | Apr 29 1994 | International Business Machines Corporation | Adaptive hypermedia presentation method and system |
5819156, | Jan 14 1997 | HEWLETT-PACKARD DEVELOPMENT COMPANY, L P | PC/TV usage tracking and reporting device |
5819285, | Sep 20 1995 | TWINTECH E U II, LIMITED LIABILITY COMPANY | Apparatus for capturing, storing and processing co-marketing information associated with a user of an on-line computer service using the world-wide-web. |
5823879, | Dec 03 1996 | BENEFICIAL INNOVATIONS, INC | Network gaming system |
5828375, | May 17 1996 | Fuji Xerox Co., Ltd. | Information processing unit for automatically building work environment for holding information necessary to reflect activities carried out in work environment |
5829001, | Jan 21 1997 | JPMORGAN CHASE BANK, N A , AS SUCCESSOR AGENT | Database updates over a network |
5838919, | Sep 10 1996 | IXIA | Methods, systems and computer program products for endpoint pair based communications network performance testing |
5848396, | Apr 26 1996 | Conversant, LLC | Method and apparatus for determining behavioral profile of a computer user |
5870546, | Feb 21 1996 | DISNEY ENTERPRISES, INC | Method and apparatus for redirection of server external hyper-link reference |
5878384, | Mar 29 1996 | RAKUTEN, INC | System and method for monitoring information flow and performing data collection |
5918014, | Dec 27 1995 | GOOGLE LLC | Automated collaborative filtering in world wide web advertising |
5931912, | Aug 09 1996 | GOOGLE LLC | Traversal path-based approach to understanding user-oriented hypertext object usage |
5933811, | Aug 20 1996 | HEMISPHERE SOLUTIONS N A , L L C | System and method for delivering customized advertisements within interactive communication systems |
5935207, | Jun 03 1996 | Rovi Technologies Corporation | Method and apparatus for providing remote site administrators with user hits on mirrored web sites |
5936541, | Nov 17 1992 | Method for securing information relevant to a transaction | |
5948061, | Oct 29 1996 | GOOGLE LLC | Method of delivery, targeting, and measuring advertising over networks |
5951643, | Oct 06 1997 | NCR Voyix Corporation | Mechanism for dependably organizing and managing information for web synchronization and tracking among multiple browsers |
5956483, | Jun 28 1996 | Microsoft Technology Licensing, LLC | System and method for making function calls from a web browser to a local application |
5958010, | Mar 20 1997 | GOOGLE LLC | Systems and methods for monitoring distributed applications including an interface running in an operating system kernel |
5963914, | Apr 17 1995 | RAKUTEN, INC | Network time and work tracker |
5964839, | Mar 29 1996 | RAKUTEN, INC | System and method for monitoring information flow and performing data collection |
5974148, | Nov 17 1992 | Method for securing information relevant to a transaction | |
5982917, | Jun 03 1996 | University of South Florida | Computer-assisted method and apparatus for displaying x-ray images |
5986653, | Jan 21 1997 | JPMORGAN CHASE BANK, N A , AS SUCCESSOR AGENT | Event signaling in a foldable object tree |
5999178, | Jan 21 1997 | JPMORGAN CHASE BANK, N A , AS SUCCESSOR AGENT | Selection, type matching and manipulation of resource objects by a computer program |
6014638, | May 29 1996 | Meta Platforms, Inc | System for customizing computer displays in accordance with user preferences |
6018619, | May 24 1996 | Microsoft Technology Licensing, LLC | Method, system and apparatus for client-side usage tracking of information server systems |
6052730, | Jan 10 1997 | BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY, THE | Method for monitoring and/or modifying web browsing sessions |
6070145, | Jul 12 1996 | IPSOS-INSIGHT, INC | Respondent selection method for network-based survey |
6078324, | Jan 17 1997 | JPMORGAN CHASE BANK, N A , AS SUCCESSOR AGENT | Event signaling in a foldable object tree |
6108637, | Sep 03 1996 | Comscore, Inc | Content display monitor |
6112238, | Feb 14 1997 | Oracle International Corporation | System and method for analyzing remote traffic data in a distributed computing environment |
6112240, | Sep 03 1997 | International Business Machines Corporation | Web site client information tracker |
6115608, | Sep 10 1997 | Microsoft Technology Licensing, LLC | Intersystem handover method and apparatus |
6115680, | Jun 07 1995 | Comscore, Inc | Computer use meter and analyzer |
6138155, | Mar 21 1997 | THE NIELSEN COMPANY US , LLC, A DELAWARE LIMITED LIABILITY COMPANY | Method and apparatus for tracking client interaction with a network resource and creating client profiles and resource database |
6167358, | Dec 19 1997 | SUPPORT COM, INC | System and method for remotely monitoring a plurality of computer-based systems |
6173311, | Feb 13 1997 | GOOGLE LLC | Apparatus, method and article of manufacture for servicing client requests on a network |
6180030, | Sep 26 1996 | Catalysts & Chemicals Industries Co., Ltd. | Substrate with transparent conductive coating and display device |
6182097, | May 21 1998 | THE CHASE MANHATTAN BANK, AS COLLATERAL AGENT | Method for characterizing and visualizing patterns of usage of a web site by network users |
6183366, | Jan 19 1996 | BENEFICIAL INNOVATIONS, INC | Network gaming system |
6189030, | Feb 21 1996 | DISNEY ENTERPRISES, INC | Method and apparatus for redirection of server external hyper-link references |
6250930, | May 30 1997 | Picante Communications Corporation | Multi-functional communication and aggregation platform |
6264560, | Jan 19 1996 | BENEFICIAL INNOVATIONS, INC | Method and system for playing games on a network |
6275854, | May 15 1998 | SAP SE | Method and apparatus for detecting actual viewing of electronic advertisements |
6279036, | May 15 1998 | SAP SE | Method and apparatus for detecting actual viewing or electronic advertisements |
6279112, | Oct 29 1996 | Soverain IP, LLC | Controlled transfer of information in computer networks |
6317787, | Aug 11 1998 | WEBTRENDS, INC | System and method for analyzing web-server log files |
6324546, | Oct 12 1998 | Microsoft Technology Licensing, LLC | Automatic logging of application program launches |
6360261, | Feb 14 1997 | Oracle International Corporation | System and method for analyzing remote traffic data in distributed computing environment |
6393479, | Jun 04 1999 | Adobe Inc | Internet website traffic flow analysis |
6397359, | Jan 19 1999 | JPMORGAN CHASE BANK, N A , AS SUCCESSOR AGENT | Methods, systems and computer program products for scheduled network performance testing |
6408335, | Sep 10 1996 | IXIA | Methods, systems and computer program products for endpoint pair based communications network performance testing |
6418470, | Jul 08 1998 | Comscore, Inc; Rentrak Corporation; Proximic, LLC | Metering of internet content using a control |
6434532, | Mar 12 1998 | SAFENET DATA SECURITY ISRAEL LTD | Interactive customer support for computer programs using network connection of user machine |
6449604, | May 21 1998 | THE CHASE MANHATTAN BANK, AS COLLATERAL AGENT | Method for characterizing and visualizing patterns of usage of a web site by network users |
6466970, | Jan 27 1999 | Adobe Inc | System and method for collecting and analyzing information about content requested in a network (World Wide Web) environment |
6569095, | Apr 23 2001 | HEALTHCARE FINANCIAL SOLUTIONS, LLC, AS SUCCESSOR AGENT | Adaptive selection of a warning limit in patient monitoring |
6601100, | Jan 27 1999 | Adobe Inc | System and method for collecting and analyzing information about content requested in a network (world wide web) environment |
6609239, | Aug 23 2001 | National Semiconductor Corporation | Efficient integrated circuit layout for improved matching between I and Q paths in radio receivers |
6621881, | Jul 16 1998 | NIELSEN COMPANY US , LLC, THE | Broadcast encoding system and method |
6625648, | Jan 07 2000 | JPMORGAN CHASE BANK, N A , AS SUCCESSOR AGENT | Methods, systems and computer program products for network performance testing through active endpoint pair based testing and passive application monitoring |
6643696, | Mar 21 1997 | THE NIELSEN COMPANY US , LLC, A DELAWARE LIMITED LIABILITY COMPANY | Method and apparatus for tracking client interaction with a network resource and creating client profiles and resource database |
6662195, | Jan 21 2000 | MicroStrategy, Inc. | System and method for information warehousing supporting the automatic, real-time delivery of personalized informational and transactional data to users via content delivery device |
6662227, | Feb 14 1997 | Oracle International Corporation | System and method for analyzing remote traffic data in a distributed computing environment |
6671715, | Jan 21 2000 | MicroStrategy, Inc. | System and method for automatic, real-time delivery of personalized informational and transactional data to users via high throughput content delivery device |
6712702, | Jan 19 1996 | BENEFICIAL INNOVATIONS, INC | Method and system for playing games on a network |
6714921, | Nov 23 1994 | ContentGuard, Inc. | System for controlling the distribution and use of digital works using digital tickets |
6719660, | Aug 27 2001 | Ford Global Technologies, LLC | Power train assembly |
6753280, | Jun 21 2001 | Nippon Sheet Glass Co., Ltd. | Ultraviolet/infrared absorbent green glass |
6766370, | Jun 04 1999 | Adobe Inc | Internet website traffic flow analysis using timestamp data |
6807558, | Jun 12 1995 | Meta Platforms, Inc | Utilization of information "push" technology |
6826565, | May 15 1995 | Ablaise Limited | Method and apparatus for serving files to browsing clients |
6859833, | Feb 21 1996 | DISNEY ENTERPRISES, INC | Method and apparatus for redirection of server external hyper-link references |
7017143, | Dec 01 1999 | Microsoft Technology Licensing, LLC | External resource files for application development and management |
20020007418, | |||
20020040394, | |||
20020040395, | |||
20020062223, | |||
20020077787, | |||
20020078191, | |||
20020083188, | |||
20020099812, | |||
20020099818, | |||
20020099819, | |||
20020103664, | |||
20020112048, | |||
20020120727, | |||
20020143933, | |||
20020147570, | |||
20020156836, | |||
20020161673, | |||
20020174167, | |||
20020184575, | |||
20030023729, | |||
20030033407, | |||
20030046303, | |||
20030046385, | |||
20030051026, | |||
20030062223, | |||
20030065770, | |||
20030083994, | |||
20030083995, | |||
20030083998, | |||
20030144868, | |||
20030163563, | |||
20030187677, | |||
20030208578, | |||
20030231203, | |||
20040221033, | |||
EP228242, | |||
EP228458, | |||
EP388658, | |||
EP451384, | |||
EP632382, | |||
EP747841, | |||
GB2250112, | |||
JP7200364, | |||
JP8153022, | |||
WO9301550, | |||
WO111506, | |||
WO9626529, | |||
WO9641495, | |||
WO9726729, | |||
WO9826529, | |||
WO9843380, |
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